http://books.nips.cc/nips18.html
NIPS 2005
http://books.nips.cc/papers/files/nips18/NIPS2005_0446.pdf	80	A Matching Pursuit Approach to Sparse Gaussian Process Regression	adler advances approximations asilomar bartlett basis bayesian bengio bounds candela challenge comparison computation computers conference contributed csato dataset datasets delgado denmark dietterich edinburgh editors error fast forward found gaussian generalisation greedy html http information july kernel kreutz lawrence learning leen liacc ltorgo machine machines matching method methods models neural nystrom online opper other pages participants predict press proceedings process processes processing pursuit references regression relevance results seeger selection signals site smola sparse speed statistics systems technical these thesis tresp tuebingen uncertainty university using vailable vector vincent williams with workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0704.pdf	134	Neuronal Fiber Delineation in Area of Edema from Diffusion Weighted MRI	annual applications applied approach assaf aubert barnett basser berlin bihan biomed biophysical brain calculus chabriat chem chiro clark compartment comprehensive concepts contamination correction dependant differential diffusion distortion echoes editors elucidated equations fascicles features fiber field fields framework from functional gradient hagen human hydrocephalus image imaging international ismrm japan jezzard jones journal june kornprobst kyoto magnetic mangin marenco mathematical matter mattiello measurements medicine meeting microstructural model molko mori motion mris multiple page pappata partial pasternak phys physiological pierpaoli poupon presence principles problems proc proceedings processing quantitative radiology reduction references regularization removing resonance review rohde sciences scientific separation sochen society spectroscopy spin springer stejskal strategies tanner technical tensor time tissues tracking using variational variations verlag visualization volume weickert weighted white zijl
http://books.nips.cc/papers/files/nips18/NIPS2005_0606.pdf	179	Recovery of Jointly Sparse Signals from Few Random Projections	acoustics allerton appear applied approach approximation asilomar atomic available baraniuk baron basis candes chen cheng coding comm compressed comput computing conf construction control correction correlated cover dantzig decomposition design discus distributed donoho duarte elements encoding error estimation extensions from gilbert greedy haupt ieee inaccurate incomplete inform information informationtheoretic jointly journal july larger linear liveris march matching mathematics measurements much near networks noiseless noisy nowak optimal orthogonal partial pradhan preprint proc processing programming projections pure pursuit ramchandran random reconstruction recovery references rice romberg sarvotham saunders scientific selector sensing sensor sept september siam signal signals simulataneous slepian source sources sparse speech stable statistical strategies strauss syndromes than theory thomas trans tropp tsaig universal using wakin when wiley wolf xiong york
http://books.nips.cc/papers/files/nips18/NIPS2005_0582.pdf	108	An exploration-exp l o i t a t i o n mod e l based on norep i n e p h e r i n e and do p a m i n e activity	acknowledg acquisition adhd also anticipate appears approximated arch architectures aston attention awry barch barkley based behavior behavioural berman between bonuses botvinick brain braver bull card carter catecholamine cellular coeruleus coeruleusn cognitive cohen computation conditioned conf conflict constructing control controlled coupled data dayan decision decisionmak dementia dilemma discriminative disease disorders dopamine during dynamic dynamics dysregulation effects either empirical evidence executive exploitation exploration features framework function functions further furthermore gain generalization gilzenrat goes goldberg grants hallmark handles hebbian holmes hyland improve improved include inflexible inhibition integrated integrative international interplay involve jones kakade kaufmann knowledge known kubiak learn learning locus long mach making mateo maximizing mechanism ments mesencephalic method model models modulation monitoring monkey montague morgan nature network networks neural neuromodulation neuron neurons neurosci neuroscience noise noradrenergic numerous performance planning pliskin podd prediction predictive prefrontal printz proc programming psychiatric psychiatry psychol rajkowski ratio reacting references regulation reinforcement release relevant responses reward rewardre rewards reynolds role schizophrenia schreiber schultz schwartz science sejnowski servan signal simplified simultaneously sorting study substrate supported sustained sutton system systems task teaching term test theory this touretzky type uncertainty understanding undiscounted unified usher vigilance volatile weinberger which wickens wisconsin with work
http://books.nips.cc/papers/files/nips18/NIPS2005_0824.pdf	0	Learning vehicular dynamics, with application to modeling helicopters	abbeel adam aerobatic aerodynamics aeronautics aiaa america american andrew application astronautics autnonomous automated automation autonomous avionics bagnell basic berger buskey cambridge cauffman coates conf conference control corke cost couple diel digital dynamics education eric experimental feron first flight forum frequency fuselage ganapathi gavrilets gregg guidance helicopter identification ieee institute international inverted jamie jonathan jordan journal kanade learning leishman liang logic mark markov martinos method methods mettler michael miniature models navigation nips order peter policy press principles references reinforcement response results roberts robotics rotor rotorcraft sastry schneider schulte search seddon series shankar simulation size small society symposium system systems test tischler university unmanned using varun
http://books.nips.cc/papers/files/nips18/NIPS2005_0564.pdf	26	Size Regularized Cut for Data Clustering	advances aggregation aided algorithm algorithms analysis applications approximation arora artificial background balanced banerjee bell bipartite building cambridge cardie chan charikar circuits clustering clusterings components computations computer computing conf constrained constraints cuts data dense design dhillon ding discovery discrete distance documents edition efficient facility flannery foundations ghosh given global golub good graph graphs grouping hard heuristic hopfield hopkins hyperplane ieee image incomplete information instances integrated intelligence john joint jordan journal kannan karger karget karpinski kernighan khuller knowledge learning loan location machine malik matrix means metric mining minkoff mount narasimhan networks neural normalized numerical outliers partial partitioning pattern polynomial press principal problems proc procedure processing rahimi ratio recht recipes references relaxation rogers russell scaling schemes schlag schrodl science second segmentation self siam side sigkdd simon spectral statistical steiner symp system systems technical teukolsky theory time trans trees university using vempala vetta vetterling vision wagstaff weiss with words xing zien
http://books.nips.cc/papers/files/nips18/NIPS2005_0656.pdf	11	On Local Rewards and Scaling Distributed Reinforcement Learning	advances agent alon approximate artificial assumptions baird based bounds boutilier chang computational cooperate coordinated dean decision distributed efficient extended factored functions game games global graphical greedy guestrin hanks icml ijcai imperfect intelligence journal kaelbling kearns koller lagoudakis large learning leverage littman local mansour mdps meleau method models moore multi nips northeastern paper parr performance peshkin planning policies policy pomdps probabilistic references reinforcement report research reusable reward riedmiller schneider search singh spencer structural technical theoretic theory tight trajectories university value version wiley williams with wong
http://books.nips.cc/papers/files/nips18/NIPS2005_0230.pdf	84	Inference with Minimal Communication: a Decision-Theoretic Variational Approach	absent acknowledgments additive advances against algorithm along also appear appears application applies approach approximate approximation areas army aspects assignment association assuming asymmetric asynchronous athena available based belief bertsekas case caution chen claim classification commensurate common communication computation computer conditional conditions constrained constraints contract convergence correctness correlated cost cyclic daad data decentralized decision departures depend derive derived desired detection development different directed discuss distinctly distributed distribution divergence downside drives economic efficiency enticing environments equilibria error errors evokes existing explicitly factors field fields finally firstly flexibility force formulated formulation from function fusion games generic gives graph graphical graphs grateful hidden html http icml ideal ihler imposing inference instead intelligent introduction iteratively john jordan kakade kaufmann kernel kreidl labeling lafferty learning less marginals marschak mathematical maturation measure merit message messages methods minimal model modeling models modified morgan namely necessary network networks nguyen nips nonlinear objectives office offline online opposed optimization originates other passing pearl penalty posterior press principles probabilistic proc product professor programming propagation proposition radner random realization reasoning reduce references reflects repeated research resembles result rise sampling schedule scientific secondly segmenting sense sensor sequence several similar solve special springer stat statistical strategy structure supported synchronous systems taking teams that then theoretic theory thirdly this thread thus time tree true tsitsiklis under undirected unique university unknown using variables variational varshney varying verlag version viewed weak which willsky with work yale
http://books.nips.cc/papers/files/nips18/NIPS2005_0623.pdf	79	Is Early Vision Optimized for Extracting Higher-order Dependencies?	adaptation advances albrecht america analysis analyzing andrews applied approaches basis bayesian bell bialek capacity cascades cell cells code codes coding compared comparison component components computation computational control cortex denoising dimensional distributions domain edge editors electronic emergence employed evaluation field fields filter filters framework frequency gabor gain gaussian goal harmonic hateren hierarchical higher highorder hoyer human hyvarinen ieee image images imaging independent information inki jones journal karklin krieger learning letters lewicki limited linear london macaque mallows mixtures model modeling natural nature network neural neurons neurophysiology neurosci nonlinear normal olshausen optical order overcomplete pages palmer pappas physical portilla primary probabilistic proc proceedings processing properties random receptive references regularities research review ringach rogowitz royal ruderman scale scaling scenes schaaf schwartz sejnowski selectivity sensory signal signals simoncelli simple society sparse spatial spie stationary statistical statistics strategy strela striate structure structures symmetry systems their thorell topographic transactions trees units using valois vision visual volume wainwright wavelet what willsky with woods zetzsche
http://books.nips.cc/papers/files/nips18/NIPS2005_0170.pdf	76	Worst-Case Bounds for Gaussian Process Models	advances algorithms annals annu applications azoury barron bayesian bianchi bounds case cesa coding competitive complexity comput conf conference density description distribution distributions edition elements estimation exponential extraction family foster friedman gabor gaussian grunwald hastie haussler ieee info information international introduction kakade learning length line logarithmic loss lugosi machine mathematics messages minimax minimum modeling neural nicolo online opper over prediction predictors principle problems proc proceedings processing ratio references relative review rissanen sequences sequential shtarkov single springer statistical statistics stine strategy systems takimoto theory tibshirani trans transmission tutorial under universal vapnik vladimir vovk warmuth wiley with worst
http://books.nips.cc/papers/files/nips18/NIPS2005_0333.pdf	56	Interpolating Between Types and Tokens by Estimating Power-Law Generators 	acoustics aldous analysis annals arabic backing ballesteros berlin biometrika brief cambridge carlo center chain chapman chen chinese class computational computer computing conference connell dependences derived development dirichlet discrim distribution distributions ecole editors empirical essen exchangeability exchangeable fields flour frequency from functions generalized generative gilks goldsmith goodman gram graphical hall harvard history ieee improved improving ination information international internet ishwaran james jannedy journal kneser language larkey learning light linguistics lognormal markov mathematics methods mitzenmacher mixture modeling models monte morphology natural neal occurrence pages parameter partially partitions phonology pierrehumbert pitman poisson power practice press principle probabilistic probabilites probability proceedings process processes processing random references related relative report research restaurant retrieval richardson robustness saint sampling selective sigir signal simon sinica skew smoothing species speech spiegelhalter springer stable statistica statistics stemming stochastic structuring studies study subordinator suffolk technical techniques technology theory topics university unsupervised weighted xiii zipf
http://books.nips.cc/papers/files/nips18/NIPS2005_0424.pdf	13	The Curse of Highly Variable Functions for Local Kernel Machines	advances algorithm analysis annual approximation artificial asymptotic barbados basis becker belkin bengio boser bousquet brand burges cambridge charting classification classifier classifiers colt component computation computational computer conditionally conference consistency constructive cortes cowell curse data definite delalleau departement department derivation descartes dimensionality distance duda ebooks editors efficient eigenfunctions eigenvalue eigenvectors embedding fields fifth finite framework function functions gaussian geometric ghahramani global graphs guyon hardle harmonic hart hasselmo hotel html http icml ieee induction information informatique intelligence international interpolation kernel labeled lafferty langford large learning linear links local locally machine machines manifold margin matrices matveeva methods micchelli models montreal mozer muller navin nearest neighbor networks neural niyogi nonlinear nonparametric obermayer operationnelle optimal ouimet pages paiement parametric partially pattern pittsburgh positive press problem proceedings processes processing radial rasmussen recherche reduction references regression regularization report risk roux roweis rule sample saul savannah scattered scene schmitt scholkopf science segmentation semi semiparametric shawe signs silva singer smola snapp society spectral sperlich springer stat statistics structure supervised support systems taylor technical tenenbaum tenth theory thrun touretzky training unifying universite university using vapnik vector venkatesh vermont view vincent vision weiss werwatz weston wiley williams with workshop xplore york zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0228.pdf	102	Convergence and Consistency of Regularized Boosting Algorithms with Stationary -Mixing Observations	adaptative additive algorithms anal applications approach assumptions banach based bayes bayesian behavior berkeley berlin boosting bounds classification complexity consistency control convergence convex curve data density department dependent dept devroye does doukhan edition empirical error estimation exact examples friedman from generalization gyorfi hardle hastie ieee inference inform irle jiang learning lecture ledoux logistic london lugosi machine masry meir memory methods minimization mixing mixture model modha msri multivariate networks neural nonlinear nonparametric norm northwestern notes overfit overview pattern plan prediction probab probabilistic probability proc processes properties random rate recognition references regression report research results risk roussas sarda schapire second selection sequences series solution some spaces springer stationary statist statistical statistics stochastic systems talagrand technical theory thesis through tibshirani time trans under universal university vaart variables vayatis verlag vidyasagar vieu view views weak wellner with workshop york zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0999.pdf	5	Large scale networks fingerprinting and visualization using the k-core decomposition	acid albert algorithm algorithms almaas altaf alvarez amin amino analysis applications approach arifuzzaman asta automated autonomous aviv bader barabasi barrat based batagelj baur better bioinformatics biological brandes budapest cambridge carmi castle complex complexes computer cond core cores cornelsen cosin czech dall december decomposition dimensions dimes discovery domain dorogovtsev drawing dynamic editor evolution finding from functions gaertler generalized genome govindan graph graphics graphs hamelin havlin heuristics hogue http huji hungary ieee index indiana infocom informatics inter interaction interfaces international internet israel jellyfish journal kanaya kirk kirkpatrick koma lanet large link lncs maeda make march mechanics medusa mendes method miyasato model molecular mori mrvar nets network networks nishikata november oregon oshima oxford partitioning pastor patrignani peeling performance phys physics prediction press project protein proteomics ranking reality references republic route routeviews satorras scale sequences shavitt shell shinbo shir shneiderman simulation springer statistical stirin structure structures symposium system tangmunarunkit than tool tools topology university using verlag vespignani views visual visualization wada wagner workshop wuchty xavier yeast zaversnik
http://books.nips.cc/papers/files/nips18/NIPS2005_0456.pdf	30	Norepinephrine and Neural Interrupts	abstracts acquisition activated activation activity affects alerting alexinsky alteration amines amygdala analysis annual anticipate aston attended attention attentional attenuation auditory basal behaving behavior behavioral bidirectional biogenic bloom bockstaele bogacz bouret brain brown bruno bundle cellular central chan chaos characterization clayton coeruleus coeruleusmedial cognition cognitive cohen comp component conditioned contain control cortex cortical covert cues david dayan decisions dendrites desimone detection devauges differentially difficulty discrimination discriminative dorsal doya duncan during effects efferents expectation expected facilitates flexibility foote forebrain freedman from frontal function gilzenrat global histochemical holmes hydroxylase hypoth immunoreactivity implications inference input interplay interrupt john johnson jones journal jouvet kubiak lack learning lesions locus majczynski marder marrocco mcgaughy mechanisms metalearning modulation monkey monkeys motivationally neocortex neocortical netw network networks neur neural neurol neuromodulation neuron neuronal neurons neurophysiol neurosci neuroscience neurotransmitters nips nmda noradrenergic nucleus oliver optimize orientation orienting performance pericoerulear phasic pickel plasticity press prog projection psychopharmacology putative rajkowski receptor recognition references regulation relevant research responses reviews reward rhesus role ruland sandstrom sara sarter schreiber science segal selective selectively sensory sequential servan shift simple sleep society some sons squirrel states stimuli synaptic system target task that thirumalai turchi tyrosine uncertainty unexpected usher varies vigilance visual wald which wiley with witte york
http://books.nips.cc/papers/files/nips18/NIPS2005_0331.pdf	148	An aVLSI cricket ear model	accurately acknowledgments also analog arbitrary artificial attracted auditory august authors autonomous before behaviour belief berthold bias bimaculatus biological biosystems biotechnology books both bradford carried cell chip circuits coding comp companion comparative complex conference conserve council cricket current delbr differential directional done dynamic editors either emerges engineering equations european experience external filters frequency from funding generators gerald gryllus hallam hamilton harvey have hearing hedwig horchler husbands ieee imaizumi implementation include indiveri institute integrated intelligent international iscas james journal kazuo level lewis life lond lund matched method michelsen model models move nature necessary neural neuromorphic neuroscience news nielsen onboard onto outdoor pages paper phil phonotaxis physics physiol physiology platform pollack popov poulet press proceedings processing quinn range reactive receptors reeve references remain research result revision robot robotics schaik sciences sensor sides signal silicon simple single sound space species steering symposium system systems technologies testing thank that these this torben trans tuned webb wehner wide will with world
http://books.nips.cc/papers/files/nips18/NIPS2005_0432.pdf	91	A PAC-Bayes approach to the Set Covering Machine	algorithm annual artificial averaging bayes bayesian boser bounds classification classifiers colt compressed computational conference covering david ecml european fran gibbs guyon icml intel international john journal langford laviolette learning lecture ligence machine marchand margin mario mcallester model mohak notes optimal pages practical prediction press proceedings reasearch references research risk sample shah shawe some sparsity taylor theorems theory trade training tutorial vapnik workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0869.pdf	90	Fusion of Similarity Data in Clustering	algorithms anal analysis application bach based biocomputing boosting braun browsing buhmann burbea clustering connectivity convexity crammer cristianini cuts daniel data deng design distance divergence document entropy factorization feature features figueiredo fischer function functions fusion gong hofmann ieee image inform information intell jain jaynes jianbo jitendra jordan kenneth kernel kernelbased keshet lanckriet lange latent learn learning mach machines malik manjunath matrix means measures mechanics method metric mixture model models modha negative nips noble normalized nystr optimization pacific pages pattern physical prediction press probabilistic problems protein references retrieval reviews roth russell sebastian seeger segmentation selection semantic seung side sigir simultaneous singer some spangler spectral speed springer stability statistical statistics symposium texts texture theory thomas trans unsupervised using volume weighting williams with xing yeast
http://books.nips.cc/papers/files/nips18/NIPS2005_0454.pdf	201	A Domain Decomposition Method for Fast Manifold Learning	academic academy acoustics advances algorithms alignment analysis application bjorstad brand cambridge charting computer computing conference czech decomposition definite differential dimension dimensionality domain donoho eigenmaps eigenvectors elliptic embedding equations fiedler framework geometric george global graph grimes gropp hall hessian http icassp ieee information international karypis langford large learning linear locally manifold manifolds math matrices matrix methods metis multilevel national neural nonlinear nonnegative parallel partial perturbation positive prentice press principal proceedings processing property reduction references roweis saul science scientific siam signal silva smith solution space sparse spectral speech springer stewart symmetric systems tangent tenenbaum theory tools toselli university users widlund york zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0609.pdf	22	Faster Rates in Regression via Active Learning	academic active adaptive advances alexander alexandre andrew annals appear application applications approximation april areas artificial available backcasting barron based berkeley blanchard burnashev castro charles cohn committee communication complexity computation controlled convergence curves data design designs discontinuities estimating estimation estimators fast fields freund function functional functions geman ghahramani hall hierarchical homepages http ieee image information inhomogeneous intelligence interval introduction jordan journal june kluwer korostelev learning lecture letters mackay madison martin mathematiques methods minimax mitra models molchanov networks neural niyogi nonparametric notes nowak objective observations optimal parametrique pattern prediction probability problem problems proc processing publishers query rates rcastro recognition reconstruction references regression regularization related report research sampling selected selection sensor sequential seung shamir springer statistical statistics stone sung surfaces systems tech technical testing theory tishby topics transmission tsybakov under university using willett wireless wisc wisconsin with zigangirov
http://books.nips.cc/papers/files/nips18/NIPS2005_0511.pdf	202	Analysis of Spectral Kernel Design based Semi-supervised Learning	algorithm analysis andrew belkin bernhard bousquet chapelle classification cluster clustering consistency fields functions gaussian ghahramani global harmonic icml issue jaakkola jason john jordan kernels labeled lafferty learning local machine manifolds markov michael mikhail nips niyogi olivier olkopf pages partha partially random references riemannian schlkopf semi semisupervised special spectral supervised szummer using walks weiss weston with xiaojin yair zhou zoubin
http://books.nips.cc/papers/files/nips18/NIPS2005_0630.pdf	193	Soft Clustering on Graphs	advances agglomerative algorithms analysis approach based bayesian bottou classical clustering conference cuts daniel dietterich directed editors extending factorization ghahramani goldberger graphs heller hierarchical hofmann ieee image information intelligence international interpreting jianbo jitendra kamvar klein learning leen machine malik manning matrix mixture model negative neural nips normalized pages pattern proceedings processing references roweis saul scholkopf sebastian segmentation semi seung supervised systems transactions tresp using weiss zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0192.pdf	31	The Forgetron: A Kernel-Based Perceptron on a Fixed Budget	aggressive aistats algorithm algorithms approximate bordes bottou brain budget classification colt crammer dekel even gentile hebrew ieee information jmlr kandola kernels keshet kivinen learning long margin maximal maximum model nips offline online organization passive perceptron perspective probabilistic processing psychological references relaxed report review rosenblatt shalev shwartz signal singer smola statistical storage technical theory tighter transactions university vapnik weston wiley williamson with
http://books.nips.cc/papers/files/nips18/NIPS2005_0643.pdf	114	Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms	advances algebraic algorithm analysis application applied aspremon aspremont august based cadima cambridge cases clarendon combinatorial component components computational cones correlations december denmark department direct dspca eigenvalue elastic england entropy exact formulation ghaoui graphical hastie horn http implementation informatics information integer interpretation jeffers john johnson jolliffe jordan journal july lanckriet lars lasso loadings mathematical matlab matrix maximum mccabe methods modelling modified nemhauser neural nips operations optimization over oxford press princeton principal problem processing programming queyranne references regression report research royal sampling sedumi selection semidefinite shrinkage sjostrand society software sparse spca stanford statistical statistics studies sturm symmetric systems technical technique technometrics tibshirani toolbox uddin university using vancouver variables wiley wilkinson wolsey york
http://books.nips.cc/papers/files/nips18/NIPS2005_0224.pdf	88	Rodeo: Sparse Nonparametric Regression in High Dimensions	adaptation adaptive adds algorithm amer american angle annals approach approximates assoc association asymptotics average bandwidth bandwidths based basis berkeley bias blood body boosting breiman buhlmann building choice classification cook covariates data density diabetes difference dimension dimensions distribution donoho each efron elements empirical equations estimates estimation estimators ferris fewer figure free friedman function garrote generated greater greedy gyorfi hastie hristache illustrate index inference inhomogeneous johnstone journal juditsky kernel klein knight kohler krzyzak large largest lars lasso learning least left lepski likelihood local locally long mammen mass methodological minimal mining model most multivariate nachsteim near nonnegative nonparametric norm notable olshen optimal order output parametric point points polynomial polzehl position prediction pressure publishing pursuit reduced reduction references regression relevant report rice right rodeo royal runs ruppert sampled selected selection selectors series serum sets shrinkage since sizes smoothness society solution sparest spatial splines spokoiny springer squares stanford stat statist statistical statistics step stone structure systems technical test that theory tibshirani total trees trials true type underdetermined uniform used variable variables variance verlag voelker wadsworth wahba walk wand weighted were with zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0363.pdf	133	Nonparametric inference of prior probabilities from Bayes-optimal behavior	aaai adelson advances algebra american annals annual applications association bayesian belief biological biometrika blythe brace cambridge chaloner chap computation cortex dayan diagnosis elicitation fleet garthwaite hagan handbook harcourt henrion hogarth icml imprecision inference information insensitive journal kadane kersten knill koerding likelihoods linear machine mamassian nature network networks neural neuroscience oakley paninski perception pouget press probabilities probability processing psychology references review reviews richards rinott russell science simoncelli stanford statistical statistics strang systems tech theories under university using velocity verdinelli vision weiss wolpert york yuille zemel
http://books.nips.cc/papers/files/nips18/NIPS2005_0746.pdf	42	Learning to Control an Octopus Arm with Gaussian Process Temporal Difference Methods	ability actuators aharonov algorithms analysis andrew annual approach arms artificial athena barto bayes behavioral bellman bertsekas biology biomechanics cambridge cephalopoda challenges cohen conference control cristianini difference dynamic dynamical edition editor electroactive engel england fiorito flash flexible gaussian gutfreund hebrew hochner hydrostats institute international introduction israeli jerusalem journal kernel kier lamarck learning letters linnean machine mannor meeting meets meir methods model mollusca movement movements muscles muscular neural neuro neurophysiology neuroscience octopus organization papers pattern planta polymer potential press problem proc proceedings process processes programming reaching reality references reinforcement report reports representations sagiv scientific scotto segev shawe smith society solving spie studying supl sutton system szabo taylor technical technion technology temporal tentacles thesis tongues trunks tsitsiklis ualberta university volkinshtein vulgaris with yaki yarom yekutieli zohar zoological
http://books.nips.cc/papers/files/nips18/NIPS2005_0083.pdf	162	Prediction and Change Detection	able acknowledgments afosr albright also american analysis applied association baseball basketball bayesian because biometrika bounded carlin carlo chain changepoint changepoints changes cognitive computation containing data decision detection determination developed discussions enough eric exists fail fast finally fluctuation force from frugal gelfand gigerenzer gilovich goldstein good grant green hand heuristics hierarchical hitting human identification information journal jump markov mike minimal misperception model models monte multiple next number observation observers office online only optimal optimally other parameter part participants perform performed poorly predict prediction problems provided psychological psychology random rationality reasoning references related research retrospective reversible review scientific sequences settings showed simple small smith some statistical statistics stephens stochastic streaks study supported task thank that they this tversky twitchy used useful using vallone wagenmakers well were when where work
http://books.nips.cc/papers/files/nips18/NIPS2005_0266.pdf	199	Modeling Neuronal Interactivity using Dynamic Bayesian Networks	across action activation activities activity adaptive addiction algorithm american anders anterior approach arbib arousal aspects attribution basis bayesian birbaumer brain brand causal cingulate classification classifiers clinical cocaine cognitive comparing complex conference control cortex coupled cviu cvpr data decode detect diagnosis dissociating dorsolateral drug dynamic emotional evidence farid flashman fmri ford framework friedman friston from frontal functional general ghahramani goldstein gong graphical grodd group handbook hansen hidden hojen holmes human hutchinson iccv images imaging inference introduction involvement jordan journal just language learning lecture linear lotze macdonald machine magnetic makedon mapping maps markov mcallister mechelli megalooikonomou metaxas miccai mitchell modeling models modified monetary multiple murphy networks neural neurobiological neuroimage neuroimaging newman niculescu nips notes oliver orbitofrontal pages parametric patient penny pentland pereira prefrontal press probabilistic processing psychiatry rasmussen recognition recognizing references related resonance response reward role russell salience samaras saykin science sequences series sign simultaneous sorensen states statistical stephan structual structure structures study subjects theory time tomasi training uncertainty underlying using valence vogler volkow wang weiss worsley xiang zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0284.pdf	165	Active Learning for Misspecified Models	academic active artificial camp cohn computer covariate delve department experiments fedorov fukumizu function ghahramani hinton ieee improving inference institute intelligence jordan journal kustra learning loglikelihood manual misspecified models multilayer neal networks neural optimal perceptrons planning predictive press rasmussen references report research revow science shift shimodaira statistical sugiyama technical technology theory tibshirani tokyo transactions under weighting with york
http://books.nips.cc/papers/files/nips18/NIPS2005_0244.pdf	151	The Information-Form Data Association Filter	academic aerospace algorithm analysis applications automated bayesian bolles borriello carlo cartography chain communications computing consensus control correspondence danvers dellaert doucet durrant editors electronic estimation extended filtering filters fischler fitting flipping freitas from ghahramani gordon guibas hightower identities ieee ijcai ijrr image inference information intelligent ipsn kaufmann koller lazy learning lioa localization location machine many mapping maybeck mcmc methods model models monte morgan motion multiple networks object objects ostland paradigm pasula pearl pervasive plausible practice press principles probabilistic random reasoning references reid ritov russell sample schulz seitz sensor sensors sequential shalom shin simultaneous software sparse springer stochastic structure systems targets techniques thorpe thrun tracking transactions unknown volume whyte wireless with
http://books.nips.cc/papers/files/nips18/NIPS2005_0773.pdf	99	Location-based Activity Recognition	abbeel across activity applications artificial ashbrook based brendan brigham classification computer computing conditional conference contextual convolutional data dechter discriminative dynamic factor fast fields fourier framework frank frey gogate graphs hall hebert hierarchical hybrid inferring intelligence interaction international isrr joint kautz koller kschischang kumar labeling lafferty learn learning liao location locations machine marca markov mccallum mixed modeling models movement multiple national networks oran pereira personal predict prentice probabilistic proc random recognition references relational research rindt robotics routines segmenting sequence significant starner symposium taskar transform transportation ubiquitous uncertainty users using vision yongyi
http://books.nips.cc/papers/files/nips18/NIPS2005_0447.pdf	158	Conditional Visual Tracking in Kernel Space	agarwal algorithm analysis annealed articulated bakir banff bayesian belongie bhatia bishop black blake body capture chapelle classification component computation contexts continuous cvpr darrell database density dependency deutscher discriminative eigenvalue elisseeff embedded entropy estimation experts extraction fast filtering find freitag from generative hashing hierarchical html http human iccv icml images inference information interpolation isard jacobs jepson jmlr jordan jump kanaujia kernel kinematic learning limbed linearly loose machine mackay madison malik maps markov matching maximum mccallum metaxas mixtures mocap modeling models monocular motion muller neural nips nonlinear object online pages pami parameter particle people pereira petrov pose problem processes propagation puzicha recognition references regression reid relevance rosales roth sastry scholkopf sclaroff search segmentation sensitive shakhnarovich shape sigal silhouettes sminchisescu smola sparse specialized svensen tipping tomasi tracking triggs using vapnik vector viola visual volume weston with
http://books.nips.cc/papers/files/nips18/NIPS2005_0775.pdf	137	Off-policy Learning with Options and Recognizers	abstraction acknowledge acknowledgements action actually aggregator alberta algorithm algorithms analysis approximation approximator artificial authors automatic baird becomes behave below between case comments compatible compute conjecture consider consistently constructive control convergence converges corrections course csaba dasgupta data define defined depends development difference distribution each eddie either encouragement entry estimate every expected feature features framework from function future general gratefully group have icml icore idea ideas ieee importance incrementally ingenuity instead intelligence koop learned learning left lihong likelihood likewise limit linear logistic machine make mark maximum mdps means members model more needed networks never nips note nserc number only option other paper part parti partition policy portance precise precup probability proceedings quantities raffols rafols received recognition recognized recognizer recognizers references regression reinforcement represent research residual reviewers reward ring rlai same sampling semi similar singh space state states stationary structure supported sutton szepesvari tadic taken tanner temporal terms thank that then theorem they this though times tion transactions tsitsiklis under unknown updates used uses using value visited visiting well where which will with work
http://books.nips.cc/papers/files/nips18/NIPS2005_0204.pdf	71	A Probabilistic Approach for Optimizing Spectral Clustering	active adaptive advances aided algorithm allocation amer analysis annual appl approach artificial auai bach banerjee banff based bayesian berkeley blei bound california canada chung clustering collaborative computer conf conference cuts data densities design development dhillon ding directional dirichlet discovery fast filtering france generative ghosh graph hagen hartigan hofmann icml ieee image indexing information intelligence international jordan kahng knowledge latent learn learning likelihood mach machine malik math maximum means methods mining mixture model multiclass neural nice ninth normalized optimization overrelaxed partitioning pattern press probabilistic proc proceedings processing ratio redner references relaxation research retrieval review roweis salakhutdinov segmentation semantic siam sigkdd simon society spectral statist systems theory toward transactions twentieth uncertainty vision walker weiss wong
http://books.nips.cc/papers/files/nips18/NIPS2005_0482.pdf	28	Efficient estimation of hidden state dynamics from spike trains	abeles activity addison advances analysis application applications aronov array assembly associative attractor barbieri becker behaving berchtold bichot biol birdsong brown buzsaki cells chain chapter chave classification code coding coherences comm comp compression computation computational control correlated cortex cossart csicsvari cybern czurko data dave densities deppisch dimitriadis double dulfer during dynamics editor editors ensemble error estimates field forecasting formation frank fraser from frontal functions future geisel generation gershenfeld hahnloser hall hanes haykin hidden hippocampus hirase identified ieee jackknifed kass kozhevnikov kruger learning leonardo macaque margoliash markov meths mixed model modelling models monkeys motor multielectrode nadasdy nature neocortex network neur neural neuronal neurons neurophysiol neurosci pages past pawelzik perceptual prediction prentice probability proc processing quantifies rabiner radons recognition recorded recurring references replay rescaling rules schall science search selected sensorimotor sequences series simon simultaneously sleep song songbird sparse spectra spectrum speech spike stages stat states synchronization systems theor theorem thompson thomson time tishby train trains transfer tutorial ultra uncovering underlies understanding using ventura visual vocal volume weigend wesley with yuste
http://books.nips.cc/papers/files/nips18/NIPS2005_0569.pdf	2	Kernelized Infomax Clustering	academic advances agakov algorithm american analysis annual appear approach auxiliary bach barber bialek bottleneck brunel campbell chechik clustering coding communication computation computing conf conference control cooccurrence cover cuts data dhillon dimensionality elements extracting extraction feature fisher guan icml ieee image information institute intel international joint jordan kaufmann kernel kernels kluwer kulis latent layered learning lerton ligence linsker machine malik maximization means method methodology mining morgan mutual nadal network networks neural nips normalized organizing pascal pattern perceptual pereira physics population press principe principle proc proceedings processing publishers reduction references relevant scholkopf segmentation selection side smola sparse spectral springer structure structures subspace systems techniques theoretic theory thomas tishby torkkola towards transactions transformations variational volume weiss wiley with workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0803.pdf	132	Variational EM Algorithms for Non-Gaussian Latent Variable Models	academic adaptive advances algorithm algorithms analysers analysis andrews angeles annals application approach approximate approximations artificial attias based bayesian beal becker belief benveniste berkeley bishop bochner boutilier boyd california cambridge company comparison component computation conference constrained convex cotter data delgado dempster dietterich discontinuities distributed distributions diversity editor editors engan ensemble errors estimation evidence exponentiality extensions factor field figueiredo first focuss framework from gaussian geman ghahramani ghahrarmani girolami goldszmidt gorodnitsky graphical handling harmonic hinton holland honkela hyperparameters ieee incomplete incremental independent inequalities inference information institute intelligence international interpolation introduction iteratively jaakkola jeffreys jordan journal justifies kaufmann keilson kluwer kreutz krishnaiah laird laplace lappalainen learning least likelihood limited linear logistic machine machines mackay mallows manuscript massachusetts maximization maximum mean measure measures method methods metivier minimization minimum mixtures model models moment morgan multivariate neal networks neural noise nonlinear norm normal normality north optimization other overcomplete oxford pages palmer pattern perspectives press princeton prior priouret probability proceedings processing publishers publishing reconstruction recovery references regression relevance representations research restoration review reweighted reynolds rockafellar roweis royal rubin saul scale scholkopf scoring selection series sigmoid signal society sparse sparseness springer squares statist statistical statistics steutel stochastic structures subset systems technology that their theory thesis thrun tipping trans transform uncertainty unifying university unpublished unsupervised using valpola vandenberghe variants variational vector verlag view weighted when widder wipf with workshop zoubin
http://books.nips.cc/papers/files/nips18/NIPS2005_0158.pdf	190	Comparing the Effects of Different Weight Distributions on Finding Sparse Representations	acad adaptive advances algorithm algorithmic also appear approximation arbitrary bases basis bayesian data dictionaries diego dissertation donoho dwipf elad equations estimated figueiredo focuss from fuchs general good gorodnitsky greed gribonval http ieee information jeffreys journal june large learning limited linear machine march methods minimal minimization minimum most neural nielsen nonorthogonal norm october optimally prior proc processing reconstruction redundant references relevance report representation representations research results selection september signal solution sparse sparseness sparsest stanford systems technical theory tipping transactions tropp ucsd underdetermined unions university using vector weighted wipf
http://books.nips.cc/papers/files/nips18/NIPS2005_0191.pdf	51	Products of "Edge-perts"	adaptive adelson annual approximately architecture artificial based bayesian bivariate coefficients collins complete complexity computation computer conf constraints coring denoising denver derivative discovering domain estimation expansion flexible freeman frequently gaussians hinton huang ieee image images intelligence joint kivanc kozintsev laussanne letters local meeting mixtures modeling models moulin multi multiple mumford natural noise orchard over pages pattern portilla proc processing ramchandran recognition references removal satisfied scale second selesnick sendur shrinkage signal simoncelli spatially spie statistical statistics strela switzerland that trans uncertainty under using vancouver variance vision volume wainwright washington wavelet with
http://books.nips.cc/papers/files/nips18/NIPS2005_0392.pdf	104	Principles of real-time computing with feedback applied to cortical microcircuit models	acad aksay analog application aspects available axon baker based branicky capabilities casey cerebral chaotic circuits communication computation computational computations computer computing conductance continuous cortex decision destexhe differential discrete ditterich diversity dynamical dynamics effect energy extraction feedback finite framework from gabaergic generation gupta haas harnessing high http hybrid integrator integrators interneurons jager joshi maass machine major making markram mazurek mensh movement natl natschlager neocortex neocortical networks neural neurons neurosci noise nonlinearity online organizing orponen other pare perceptual perturbations plasticity pnas predicting principles proc publication pyramidal real recurrent references roitman role rudolph same saving science seung shadlen signaling sontag spiking stability stable state states submitted synapses systems tank theoretical time tsodyks tugraz tuning universal visual vivo wang wireless with without
http://books.nips.cc/papers/files/nips18/NIPS2005_0818.pdf	8	Combining Graph Laplacians for Semi­Supervised Learning	advances analysis argyriou bartlett basic becker belkin blum bousquet cambridge character chawla chung colt combinations component conf conference consistency continuously convex cosso cristianini data diffusion discrete fields from function functions gaussian ghahramani ghaoui global graph graphs handwritten harmonic hastie herbster hyperkernels icml information input institute international january joachims jordan kandola kernel kernels kondor labeled lafferty lanckriet large learn learning local mach machine manifolds mathematics matrix matveeva metrics micchelli mimeo mincuts models ncsu neural niyogi nonparametric online other over parameterized partitioning pontil press proc processing programming recognition references regional regularization research riemannian saul scholkopf science selection semi semidefinite series simard smola smoothing spaces spectral spline statistical statistics supervised systems theory thrun transductive transforms unlabeled using vapnik variance wainer weston wiley williamson with york zhang zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0674.pdf	161	A General and Efficient Multiple Kernel Learning Algorithm	accepted adaptive advances algorithm also applications august bach bebel bennett berlin bioinformatics biological biology boosting bousquet burges cambridge canada canberra canu chapelle choosing classification college column combination computational computer conference conic convex cristianini data december demiriz dept duality editors embrechts ensembles fast feature february finite first framework francis from fusion generation genomic germany gert grandvalet heidelberg heterogeneous hettich holloway hyperkernels hypothesis infinite information international interpretable introduction issue jinbo jordan journal july kernel kernels kortanek kristin lanckriet large learning leveraging lnbi lncs london machine machines marginal mark meir mendelson methods michael michinari minimal mixture model models momma mukherjee multiple neural neurocolt nips noble optimization pages parameters platt potsdam press problems proc processing programming ratsch recomb references regression report research review robust royal scale scaling schafer scholkopf school science selection semi september sequence sequential siam smola sonnenburg spaces sparse special springer statistical summer suppl support svms systems technical theory thesis tong training twenty university using vapnik vector verlag volume warmuth whistler williamson with workshop zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0721.pdf	118	Nested sampling for Potts mo dels	alan algorithm algorithms always andrew annealed application approach bayesian beal bennett berg bernd bridge calculation carlo charles chem cluster computational computing conference constants critical data david differences does dynamics editors edwards efficient energy engineering ensemble entropy estimation first fischer fluid fortuin free from gelman generalization ghahramani gore graphical importance incomplete inference information introduction itila january jerrum john journal kasteleyn kasteleynswendsen learning lett machine mackay mark matthew maximum mcdonald meng methods model models monte multicanonical neal nested neuhaus nonuniversal normalizing october order other pages path phase phys physica physics preuss proceeedings process properties radford random rapidly references relation representation robert sampling science scoring simple simulate simulating simulations singer skilling sokal statist statistics structures supercritical swendsen symposium temperatures theory thermodynamic thomas toussaint transitions variational vivek wang with xiao zoubin
http://books.nips.cc/papers/files/nips18/NIPS2005_0720.pdf	9	Learning in Silicon: Timing is Everything	ability academy acknowledgments active address advances allow ameliorate analog andreagiovanni ariav arthur assistance associatively asymmetric asymmetry award badoni basal behavior between biomorphic boahen bofill boonsobhak cameron candidate capacity carota castro cells chicca chip chips circuits citcuits code coding collective computational conference connected connections connectivity consistent culurciello cummings cycle dante dendrites dendritic dependent different digital distance dominguez episodic espejo etienne events excitation experience exploit extend fast fire from function funded fusi generation giudice graded have hebbian hippocampal hippocampus hopfield hypothesized ieee image impact implementation induced information input integrate integrated international into joint journal keefe learning like linan link locations long mechanism mediated mehta memory microprocessor mismatch model murray national nature naval network networks neural neuromorphic neuron neurons neuroscience observations office offs order oscillations output patterns phase phases physiology place plan plastic plasticity point poirazi polsky precision preferred preprocessing presented press primarily proceedings process processing properties propose pyramidal rate realizing recall recce receive recurrent recurrently references region relation relationship rensha represent representing research response rhythm rodriguez role salina scalability schiller science sensor sequences sequential sharpen shot shown signal silicon sodium solid spike spikes spiking state stdp storage store structural submillisecond such suggest support synapses synaptic system systems temporal temporally term thank that their thereby theta this thompson those timing tissue trade transaction transactions transformation transforming units using variations vazquez visited visual vlsi wang well which will wilson with work
http://books.nips.cc/papers/files/nips18/NIPS2005_0190.pdf	124	Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity	activity algorithm algorithms application april artificial atkeson august bachrach based bergman boraud chapman control convergence cortex cortical decision devices devroye dietterich direct editors elisseeff estimators feature function gilad guyon hall icml ieee induction infogain information intelligence introduction jmlr john jude kaufmann kohavi lazy learners learning local locally machine margin maron miller model moore morgan motor natan nature navot nearest neighbor neuroprosthetic neuroscience optimization originally pages preparatory proc published quinlan racing readings references reflects regression review schaal schwartz science selection shavlik skills springer statistical subset taylor their theory thomas tillery tishby transactions trees uniform vaadia vapnik variable verlag visuomotor volume weighted wrapper
http://books.nips.cc/papers/files/nips18/NIPS2005_0127.pdf	52	Fast biped walking with a reflexive controller and real-time policy searching	active adaptive andy application approaches automation autonomous based beer biological biologically biomorphic biped bipedal borovac certain chiel cohen collins communications compliance computation concepts conference control controllers cruse cybernetics distributed dynamic dynamics efficient ekeberg espenschied evolved exploiting fast florida fukuoka gallagher gradient hexapod ieee inherent inspired institute international irregular kimura kindermann kohl learning legged lewis linde locomotion massachusetts mechanical model nate natural network networks neural neuro orlando pages passive peter policy pratt principles proceedings quadruped quadrupedal quinn references reinforcement research ritzmann robot robotics robots robustness ruina schumm science single springer stability steve stokic stone surla systems technology terrain thesis verlag volume vukobratovic wadden walkers walking walknet
http://books.nips.cc/papers/files/nips18/NIPS2005_0820.pdf	194	Extracting Dynamical Structure Embedded in Neural Activity	abeles about abstr acad acknowledgments aerosense aerospace amari assistance barbieri bayesian behav bergman biol blue brain brown care churchland clarity complex comput controls corresponds crammond crcns crpf cybern defense delay dempster discussions each empirical evarts expert figure firing frank gatsby godschalk gray howard hybrid imputed indicates julier kalaska kass kuypers laird lemon lerner like line mark mauritz meilijson messier missy mstp natl ndsegf network networks neural neurophysiol neurosci ninds only panel periods plotted proc psychol rates reasoning references requin riehle rosenbaum rubin santhanam seidemann sensing shenoy simulation sloan smith stanford stat steen supported surgical symp systems tanji test thank thesis this time tishby trial trials uhlmann unit university vaadia valuable ventura vertical veterinary weinrich whitaker wise with work would
http://books.nips.cc/papers/files/nips18/NIPS2005_0646.pdf	96	Dynamical Synapses Give Rise to a Power-Law Distribution of Neuronal Avalanches	activity autonomous avalanche avalanches beggs behavior between bibtlett chaos chen christensen circuits computational computations contingent cortical creutz criticality cultures diverse dornic dynamic dynamical dynamics earthquakes edge effects efficacy energy ernst eurich explanation feder fields finite frette from game geophys gutenberg herrmann hesse hours johansen legenstein lett liebscher life maass magnitude malthe many mapping markram meakin microcircuit models nature neocortical networks neural neuronal neurons neurosci noise onto order organized parameter patterns pawelzik phys pile plenz power precise prediction process pyramidal redistribution references referential renssen rice richter robot robots scaling self size slice slip sornette ssang stable stick submitted synapses synaptic systems tang that tsodyks vespignani wiesenfeld with zapperi
http://books.nips.cc/papers/files/nips18/NIPS2005_0730.pdf	4	Maximum Margin Semi-Sup ervised Learning for Structured Variables	aaai aistat altun analysis annotating applications avrim belkin bengio beyond blum brefeld buscher chappelle classification classify clique cloud cluster collins colt combining communication conditional convolution cotraining data delalleau discriminative documents duffy ecml efficient examples fields framework from function functions gaussian geometric guestrin hidden hofmann icml induction inference interdependent joachims john journal kernel kernels kimeldorf koller labeled lafferty language learning machine machines madison manifold margin markov mathematics mccallum mitchell multi natural networks nicolas nigam nips niyogi olivier output pages parametric personal point proceedings process random references regularization report representation results roux scheffer scholkopf segmenting selection semi sequences sequential sindhwani smola some spaces spline structured supervised support taskar tchebychean technical text thorsten thrun transductive tsochantaridis uchicago unlabeled using vector view wahba weston with xiao yoshua zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0255.pdf	112	Consensus Propagation	adaptive advances aggregate alanyali algorithms american analco analysis appear applications arbitrary artificial asynchronous athena average based bayati belief belmont bertsekas biting bounded boyd cambridge chain ciamac ciss computation computing conference consensus convergence correctness cycle decentralized decision decoding densities deptartment design detection diaconis distributed dobra engineering errors fastest fisher fixed forney freeman fusion gaussian gehrke geometric ghosh gibbs gossip graph graphical graphs heskes horn http ieee ihler infocom information institute intelligence ipsn iterative jordan kempe kschischang lall local loops loopy making management marcus markov massachusetts matching mathematical maximum mceliece measures message methods mixing moallemi models monthly networks neural numerical optimization papers parallel path points prabhakar preprint probability problems proceedings processing product propagation random references report robust roch rusmevichientong saligrama savas scheme science scientific sensor shah sharma siam single stanford submitted symposium systems tail tatikonda technical technology theory thesis times topology transactions trelisses tsitsiklis turbo uncertainty uniqueness university walks weight weiss willsky with workshop xiao
http://books.nips.cc/papers/files/nips18/NIPS2005_0242.pdf	107	Modeling Memory Transfer and Savings in Cerebellar Motor Learning	abbott acad adaptation adapted adaptive after aizenman albus analysis annu axis baker based biosci boyden brain braitman cerebellar cerebellum changes clues computational contradictions control cortex cross dayan deactivation deep dependent depression driven electrophysiological excitability fiber flocculus function gain garcia gingell houk increases interpositus intrinsic katoh learning linden lisberger long luebke marr math mathematical mauk mechanism mechanisms medina memory miles model modeling monkeys mossy motor multiple neural neuron neurons neurophysiol neurosci neuroscience nuclear nuclei nucleus observations ocular peterson physiol plasticity potentiation primate properties racine rapid raymond references reflex robinson role roles savings sejnowski simulations sunderland synapse synaptically systems term theoretial theory vestibular vestibulo vestibuloocular wilson york
http://books.nips.cc/papers/files/nips18/NIPS2005_0453.pdf	25	Layered Dynamic Textures	adelson algorithm analysis application approach artificial auto barron bayesian beauchemin book chan chiuso classification company computation computer conference cremers darpa data dempster determining distribution doretto dynamic estimating favaro fleet flow forecasting frey from gaussian geman ghahramani gibbs hill horn http ieee image images incomplete inferring intelligence international iterative jojic journal june kanade kernels laird layered layers likelihood linear lucas machine maximum mcgraw mixture mixtures models moving neural nips optical pattern performance probabilistic proc proceedings processes processing recognition references registration regressive relaxation report representing restoration review robot roweis royal rubin saisan schunk segmentation september series shumway smoothing soatto society spatial statistical stereo stochastic stoffer svcl technical technique techniques texture textures time trans transactions transformations ucsd understanding unifying using vasconcelos vision visual wang with workshop wsdot york
http://books.nips.cc/papers/files/nips18/NIPS2005_0455.pdf	70	Representing Part-Whole Relationships in Recurrent Neural Networks	abilities acad account activation amplification analogue applied associative backpropagation basic baum biol boser circuit code coexist collective comput computation computational context cortex cybern denker digital douglas effects emergent findings forbidden fukushima grouping hahnloser handwritten henderson hierarchical hopfield howard hubbard inhibition inspired interactive internal jackel lateral lecun letter linear mahowald mcclelland mechanism memory model models moody natl nature neocognitron network networks neural neurons neurosci object organizing part pattern perception permitted physical poggio position proc psychological recognition recurrent references representations review riesenhuber rumelhart sarpeshkar selection selectively self sets seung shift silicon slotine symmetric systems threshold unaffected wilczek with
http://books.nips.cc/papers/files/nips18/NIPS2005_0593.pdf	192	Modeling Neural Population Spiking Activity with Gibbs Distributions	activity advances algorithms analysis annals application assessment based bayesian bell bienenstock biological black brain brillinger brown carlin chapman chornoboy codes cognition comp comparison computation conference contrastive control correlations cortex cortical cursor cvpr cybernetics data dayan decoding distributions divergence donoghue eden embs encoding energy engineering entropy experts faces fellows fields filter first framework from functional gelman gibbs golledge hall hatsopoulos hinton history huys icann iccv identification ieee image important independence inference information inhomogeneous instant interface international jmlr kalman karr latham learning likelihood linear machine maximising maximum measures minimax minimizing model modeling models motion motions motor movement mumford natarajan nature network neural neuronal neurophysiology neuroprosthetic neuroscience nips nirenberg objective okatan osindero overcomplete paninski panzeri parra pnas point population populations principle priors probabilistic probability process product products quantitative redundancy references relating representations revisited robustness role roth rubin schramm sensitivity serruya shaikhouni shoham shum signal sparse spike spiking stern student synergy systems texture topographic tovee train training trains truccolo using visual welling with young zemel zheng
http://books.nips.cc/papers/files/nips18/NIPS2005_0263.pdf	182	A Bayes Rule for Density Matrices	academic adam additive analysis august averaging barry bayes berlin bhatia bregman brun cambridge caves cerf chuang classificaton computation computational conditional conference dient energy eurocolt european eurospeech expert exponentiated extension free functional graa gradient information integration january jections journal june kivinen lamere learning line linear machine march matrix nielsen pages physical physics prediction predictions press probability proc quantum raised references research review rule schack september simon singh springer swrl temperatures theory tsch tsuda university updates versus warmuth with york
http://books.nips.cc/papers/files/nips18/NIPS2005_0866.pdf	170	Structured Prediction via the Extragradient Method	alberta algorithms alignment alignments altun anal anguelov applications approach approximation auction baldi bartlett belongie berkeley beyond binary bond bregman building canada chatalbashev cheng classification coling collins combinatorial comparison complexity comput computational computer computing conditional connectivity contexts convex cost cvpr data department dependencies discriminative disulphide driven dual edmonton efficiency ekonomika emnlp estimation evaluation exact exercise experiments exponentiated extragradient fields finding flow generalized gradient greig guerriero guestrin gupta hebert heitz hidden hofmann icml ieee images implementation improvements inequalities intell ising jerrum jordan jota journal julien klein koller korpelevich kumar labeling lacoste lafferty large learning liao linguistics mach machine machines malik margin markov matching matematicheskie matusov maximum mcallester mccallum method methods metody mihalcea model modeling models monotone naacl natural network networks nips nonlinear object october optimization other pages parallel pattern pedersen perceptron pereira permanent points polyhedra polynomial porteous posteriori prediction probabilistic problems proc proceedings projection projections puzicha random recognition references report saddle scale scan schrijver science segmentation segmenting seheult separable sequence shape siam sinclair solving some spatial springer stanford statist statistical statistics structured support symmetric systematic taskar technical test texts theoretical theory thesis time training trans translation tseng tsochantaridis university using valiant variational various vector vullo with word workshop zens
http://books.nips.cc/papers/files/nips18/NIPS2005_0716.pdf	147	Identifying Distributed Object Representations in Human Extrastriate Visual Cortex	abbott ability acad achieved acknowledgments across activation activity adapting advances along also analysis anderson apply approach approaches areas aspects auditory award being benson between binary bins brady brain brian burock cambridge chechik classification classifier classifiers coding cognitive columns combination combining complex complexity compute considerably contents correlate correlated cortex cortical could current currently dale data dayan decoding demonstrates described detection different discriminate discrimination distinct distinguish distributed dozen dynamics each earlier early efficient estimation event extensive extrastriate faces feasibility feature features figure fmri found foundation from functional functionally furey generated given globerson gobbini grant grill groups have haxby haynes hendler here high however human humans hutchinson ideal identifying identity images imaging implications important improve improvement increased individual inferotemporal information input intermediate intuitions invisible ishai jiang kamitani kennedy known kushnir kwong larger ledden like macaque magnetic malach many mapping measures methods metric mitchell more moreover most multiple mutual naquet national natl nature nelken neural neurosci neuroscience nishizaki noise number object objects observers occipital orientation other others overlapping pathway perfect performance performed pietrini possible predicting press primary probabilities proc processes processing providing pursued question raises recognition recording reduction redundancy redundant rees reference references refined reflect regions related reppas representation representations represented research resonance response results reveal revealed rosen sali saul scholk schouten science search selective sensory service sessions sets several should signals sizes small some spector states statistically stimuli stimulus subdivisions subjective subjects subsets succeeded such supported systems tanifuji techniques temporal temporally tested thank their them theoretical these this thousands thrun tishby tong tootell training trials tsunoda ullman unbiased understanding using varying ventral vidal visual volume voxels wandell wang which whitehall widely with within work would yamane young
http://books.nips.cc/papers/files/nips18/NIPS2005_0699.pdf	139	Preconditioner Approximations for Probabilistic Graphical Models	anal analysis appl applications approximate artificial belief bern boman bounds carnegie chernoff combinatorial constructing diagonally distinguished dominant equations estimation freeman generalizations gilbert good graph graphical gremban hendrickson ijcai intelligence jaakkola journal lafferty lecture linear manuscript matching matrices matrix mellon models moment nguyen preconditioners preconditioning proceedings propagation pseudo ravikumar references reweighted siam solving sparse statistics submitted support symmetric systems theory thesis toledo track tree uiuc uncertainty understanding university unpublished vaidya variational wainwright weiss willsky with workshop yedidia
http://books.nips.cc/papers/files/nips18/NIPS2005_0388.pdf	55	Metric Learning by Collapsing Classes	adjustment advances algorithm alon anal analysis application automatic belhumeur bertsekas boyd cambridge class clustering component components control convex data distance eccv eigenfaces elements embedding equilateral fisherfaces friedman funct geom goldberger goldstein gradient hastie hertz hespanha hinton ieee inference information jordan kriegman learning levitin linear method metric mining neighbor neighbourhood neural nips optimization pavel polyak prediction press proc processing projection pudlak recognition references relevant roweis russell salakhutdinov sets shental side specific spectral springer statistical stochastic systems tibshirani transaction univ using vandenberghe verlag weinshall weiss with xing york
http://books.nips.cc/papers/files/nips18/NIPS2005_0161.pdf	183	Variational Bayesian Stochastic Complexity of Mixture Models	advanced akaike algebraic analysis annals asymptotics attias based bayes bayesian beal berkeley bernald bounds brown complexities complexity computation conference dimension estimating exponential failure families field finite fundamentals gaussian ghahramani graphical hartigan honor identifiable ieee inferring interpolation kiefer latent learning lecture likelihood lower machines mackay mclachlan mean methods mixture mixtures model models networks neural neyman normal notesmonograph online parameters peel press proc procedure references sato schwarz selection series singularities spain statistical statistics stochastic structure university upper valencia variable variational watanabe wiley yamazaki
http://books.nips.cc/papers/files/nips18/NIPS2005_0733.pdf	140	Cue Integration for Figure/Ground Labeling	able advances ambiguity analysis andrew appearance applied background baseline bayesian belongie berg berkeley between bipartite blur boosting borenstein both boundaries boundary brightness capable cardinality carreira cases cdts center chen class classes classification clustering combined combining comput computation computational computer concurrent conditional conditions conf conference consistent contextual continuity contours contrast contributions correct correctness cross cues curves cvpr data delaunay demonstrates despite detect detection discriminative distribution down edge edges engineering establish europ evaluation evidence example fernando fields figural figure find first fowlkes framework from full geman generator geometric geometry gibbs gibson gradients graph graphical graphs grayscale greatly grid gross ground groundtruth grouping half harmonic hebert hertz high homogeneous horse horses human iccv ieee image images improve improves indicates indicating information input integration intelligence interaction international january john knowledge kumar label labeling labelling labels lafferty learning least legend leung level local location loops lying machine malik maps marginals marked martin masked matched matching maximal maximum mccallum mean measure mesh midlevel mode model models most multiscale natural nearly neural nips object only organization output overall pages pairwise parsing partitioning pattern perception pereira perfect performance perpinan peterson pixel pixels plus poor pose precision predict preserve probabilistic probability probably proc processing propagation provides psychophysics quality random ranking recall recognition recorded references region regions relatively relaxation report results retoration sample scene segment segmentation segmentations segmenting sequence shape shental shewchuk show shows simple specific stochastic strong structure successful suppressing systems technical techniques template textons texture that three together torr trans triangle triangles triangulator truth ullman under unusual useful using varying vision volume weiss while with within without workshop yuille zemel zisserman zomet
http://books.nips.cc/papers/files/nips18/NIPS2005_0566.pdf	103	Ideal Observers for Detecting Motion: Correspondence Noise	adelson analysis austin barlow bayesian biological boston burr cambridge chalupa circular coherent combination computational computer correspondence depth detection direction discrimination efficiency geisler green grzywacz human humans ideal ieee institute interpretation journal local mamassian massachusetts model morrone motion nature neri neuroscience neuroscienes noise observer perception perona pooling press processing psychophysics radial references report research seeing signal signals slow smooth society song stages stereoscopic surfaces swets technical technology texas theory transparent tripathy ullman vaina vision visual wallace weiss werner wiley workshop york yuille
http://books.nips.cc/papers/files/nips18/NIPS2005_0644.pdf	97	From Lasso regression to Feature vector machine	adaptive annual april biology cancer canu chapelle classifier computational conference cover data descent diagnosis elements expression fast feature function gene generalized gradient grafting grandvalet hochreiter icml ieee incremental information international invariance jmlr john joint kernel krishnapuram lacker lasso methods microarray molecular mukherjee networks neural nips obermayer optimal optimization perkins poggio pontil press recomb references regression regularization reinsertion research rotational roth scaling selection seventh shrinkage sons space statist svms theiler theory thomas tibshirani transactions using vapnik weston wiley york
http://books.nips.cc/papers/files/nips18/NIPS2005_0342.pdf	200	Learning Influence among Interacting Markov Chains	acoustics actions agreement analysis artificial asavathiratham aspect automatic barnard basu bayesian behavior bengio bilmes blei cambridge chains choudhury clarkson coefficient cohen complex conf conference conversational decomposing dept development dissertation dominance dovidio dynamic dynamical dynamics editors educ eecs ellyson gatica graphical group hidden hofmann howard human icassp identification ieee influence information intelligence interactions intl jebara jordan kirchhoff laboratory language latent lathoud learning machine markov mccowan meas media meetings memory mixed mixtures model modeling models moreno multimodal multinets networked neural nips nominal nonverbal note oliver ones open pages pami parandekar pentland perez power probabilistic proc process processes processing psych recognizing references representation research retrieval rosario saul scales segmentation semantic series sigir signal simpler software source speech springerverlag stochastic system systems technical time toolkit topic tractable transactions trees uncertainty unsupervised volume with zhang zweig
http://books.nips.cc/papers/files/nips18/NIPS2005_0407.pdf	113	Context as Filtering	according adaptation advances allocation although andrew annals applications approach approaches arnaud backward based bayes bayesian beyond biosciences blei brown bruce carlo change changes chen chernoff chin classification cohn computing connectivity content context croft current daniel david decision detection different dirichlet discrete discussion distribution document documents doucet duke each empirical engineering estimating estimation eter eurospeech expectation extend factorial figure filtering forward freitas from function fundamental ghahramani gildea gordon haussler hidden hierarchical hofmann homology http hughey hypertext ieice improved information institute jordan journal kamal karplus krogh kugatsu labeled language larger latent learning lengths leung link machine mackay made markov mathematical mccallum mcmc mean method methods mian mibel michael microsoft mikio minka mishina missing mitchell mixture mixtures model modeling models monte more myama nando natural neil neural ngram nigam nips noisy normal pages paper papers particle particles perplexity peto planning points ponte practice precisely prediction press probabilistic probabilities proc processing propagation proposed protein reductions references relative report research retrieval sadamitsu sampled science sciences sebastian semantic sequence sequential sequentially sigir significant sjolander smoothing springer stage statistics step still structure subject systems takuya technical text this thomas thrun time topic trans tsukuba units university unlabeled using variational verlag volume weak which words yamamoto yuguo zacks zoubin
http://books.nips.cc/papers/files/nips18/NIPS2005_0529.pdf	89	Fixing two weaknesses of the Spectral Method	about academy algorithm algorithmica algorithms alon america amount analysis andrew applications approximation arora arpack assoc association automation available average based boris bounds bruce burer cherkassky chung combinatorial comput conductance conference convergence cuts daniel david degree department design develop distances donath doyle edges electric element embeddings evaluation expander expansion expected factorization faster fiduccia figure finding finite flow flows focs gary geometric given goemans goldberg graph graphs guattery helmberg hendrickson heuristic hoffman ieee image implementing improved improving inequalities integer intelligence iowa isoperimetric jianbo jitendra journal kevin lang laurie leland level linear local lower lvin mach machine malik management math mathematical matrix mattheyses maximum meshes method michel midflow miller milman minima monteiro multi national network networks nodes nonlinear normalized numerical optimization pages partitioning partitions pattern peter planar problem problems proceedings programming programs push quality random rank references relabel renato report requires robert rounding same samuel sanjeev satisfiability satish sbmethod scaling science sciences seconds segmentation semidefinite separators september sequences series shang siam size snell solving spectral spielman stephen stoc subsets supercomputing superconcentrators technical teng theory time times transactions umesh under university using vazirani walks while williamson with works yahoo
http://books.nips.cc/papers/files/nips18/NIPS2005_0719.pdf	168	Silicon Growth Cones Map Silicon Retina	activity addressevents advances analog arrangement avlsi axon becker between biol boahen cambridge cell center chen chip chips choi circ circuit columns comp competition compression cone cones connections connectivity correct cortex cortical coupling cybernetics cytoskeletal data dent dependent development dynamics efficient elliott fang feature fields formation gertler growth guidance guiding haphazard ieee image implementation information inner inputs kohonen kramer maps miller mobility model models nerve networks neural neuromorphic neuron neurophys neurosci neurotrophic obermayer optic ordered organization organized orientation outer plasticity point press proc processing processor quantizers receptive references retina ringach rovetta self sheu signals silicon simple symp synaptic systems taba through thrun topographic topography topologically training trans transport using vector vision visual vlsi wiring with zaghloul zunino
http://books.nips.cc/papers/files/nips18/NIPS2005_0687.pdf	155	Fast Gaussian Process Regression using KD-Trees	adam advances alexander algorithms alina andrew artificial autonomous autoregressions bagnell balltree barry based bayesian berger beygelzimer body buonadonna cambridge carnegie classification coates computation computational computer conference conjugate construction cover csato data david davis deng diel duraiswami dustin edition efficient eric european experimental fast five flight fourteenth freitas ganapathi gauss gaussian geometry gibbs gradient gray helicopter hellerstein herbrich hong improved informative instance institute intellingence international interpolation inverted iterative jamie jeff john joint joseph journal june kakade kaufmann kelley kernel kriging krylov lang langford lawrence learning lehel letters liang line linear locally machine machines madden mahdaviani manfred manuscript mark maryam mellon methods michael moore morgan multiresolution nando nathan nearest neighbor network networks neural nips omohundro opper pace pages phil polynomial predictions preparata probability problems proceedings process processes publishing rasmussen ratliff references regression reinforcement relevance report research ritr robotics ronald saad samuel schneider schulte science seeger sensor sham shamos some sparse spatial springer statistical statistics stein stephen symposium systems task technical theory thesis thomson tipping transform trees twelfth university unpublished using varun vector verlag wang weighted williams workshop yang
http://books.nips.cc/papers/files/nips18/NIPS2005_0842.pdf	129	An Approximate Inference Approach for the PCA Reconstruction Error	accuracy acknowledgments alternative always analytical applied approach approximate approximation approximations averages bayesian bootstrap broeck cambridge chapman clear collaboration complex computation consistent convergence corrections could covariance critically derivation efron eigenspectrum energies engel expansion expectation extend form framework free give great ground hall however hoyle ideas indicate indication inference interesting introduction investigated journal kernel learning like limiting lowest machine malzahn manfred matrix mechanics minka model models monographs more needs nips opper order other pages perturbation perturbative present press probability propagation rattray references resampling research results sample simple statistical statistics such testing thank that these tibshirani university will winther would
http://books.nips.cc/papers/files/nips18/NIPS2005_0259.pdf	45	Pattern Recognition from One Example by Chopping	advances approach artificial bakiri bayesian bengio binary building cascade categories class classification codes coil columbia complex computer conditional conference correcting cowan cucs denker densities dietterich distance editors efficient english error example fast feature features ferencz fergus fink fleuret from giles hanson hyper iccv identification ieee image information intelligence international journal kaufmann kluwer learn learned learning library local machine malik manifold matsakis metrics miller monperrus morgan multiclass murase mutual nayar nene networks neural november object output page pages parallel pattern perona pratt press problems proceedings processing pronounce recognition references relevance report research rosenberg sejnowski selection shared shot simard single solving systems tangent technical text that through thrun transformation transforms university unsupervised using utilizing viola vision visual volume with
http://books.nips.cc/papers/files/nips18/NIPS2005_0583.pdf	15	Convex Neural Networks	advances aistats algorithms annals application applications approaches approximation back bartlett baxter bengio bennett boosting chvatal computer cowell decision delalleau demiriz descent discrimination editors efficient ensembles errors finite frean freeman freund friedman function generalization ghahramani gradient greedy hettich hinton hypothesis induction infinite information journal kortanek learning line linear machine marcotte mason methods nature neural novel operations pages parametric problem proceedings processing programming propagating ratsch references regression representations research review roux rumelhart savard schapire science semi siam spaces sparse statistics supervised system systems theoretic theory williams zeitschrift
http://books.nips.cc/papers/files/nips18/NIPS2005_0265.pdf	184	Distance Metric Learning for Large Margin Nearest Neighbor Classification	adaptive adjustment advances algorithmic algorithms analysis application artificial bakiri banff based batch becker belongie beyond bottou boyd brunot cambridge canada chopra classification classifiers clustering codes cognitive comparison component components computer conference contexts correcting cortes cover crammer cvpr decker denker diego dietterich digit discriminant discriminatively distance domeniconi drucker eccv editors efficient eigenfaces error european face fogelman gallinari ghahramani goldberger gunopulos guyon hadsell handwritten hart hastie hertz hinton http icann ieee implementation information intelligence international jackel jordan journal kaufman kernel kernels language large learning lecun london machine machines malik march margin matching mateo mccallum metric metrics modeling morgan muller multiclass nearest neighbor neighbourhood networks neural neuroscience number object online optimization output pages pami paris pattern pavel peng pentland press problems proceedings processing programming pseudo puzicha recognition references regularization relevant research retrieval review roweis russell sackinger salakhutdinov saul scholkopf semidefinite seventh shalev shape shental shwartz siam side simard similiarty singer smola solving springer statistical support systems text theory tibshirani toolkit transactions transformation turk using vandenberghe vapnik vector verification verlag vision volume weinshall weiss with xing
http://books.nips.cc/papers/files/nips18/NIPS2005_0082.pdf	119	Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck Operators	acad aiche aided algorithm anal analysis annals appear appl approach arxiv asymptotics audibert available based belkin bengio best bottleneck bousquet case chem clustering coifman colt comp complex component computation computer conference conformational consistency convergence coordinates cordes cuts data definition diffusion diffusions dimension dimensionality distance dupont dynamical dynamics eckhoff ecml edition eigenfunctions eigenmaps eigenvalue eigenvalues eigenvectors eisenberg embedding ensembles equation equilibrium esann escape fields fokker foundation fouss framework free from functions gardiner gaussian gear geometric ghahramani global graph graphs handbook harm harmonic hein holcman http huisinga hummer iccv image information international jordan kernel kevrekidis lafferty lafon laplacian laplacians learning links local luxburg machine malik manifold manifolds manor maps markovian math matkowsky measure meila metastable method methods muller multiclass multiscale nadler narrow neural nips niyogi nonlinear normalized operator pami part partitioning parts perona planck pointwise potential precise principal prob problem proc proceedings random reaction reduction references regime relationships relaxation representation reversible risken roitzsch saerens samples scholkopf schuss schutte segmentation self semi siam simulation singer slonim small smola spectral springer statistics stochastic strong structure submitted subsampling supervised systems techniques theoeretical third tishby tool towards tuning unified unifying using vanvyve verleysen view walk walks weak weiss with wouters zelnik zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0628.pdf	98	Radial Basis Function Network for Multi-task Learning	ability academic active actively advances algorithm algorithms anew appendix applies approximation arriving assessment bakker basis bayesian because block caruana chen choice clustering cohn common compact conclusions conditions constitutes construction correlated correlation corresponding cowan cross data define degenerate diag eigenvalues enables enhanced equality equat equation evgeniou expansion experiments exploiting fedorov finally first follows formula fourth from function functions gating generalization ghahramani given gives grant have hence heskes hidden hold ieee impose improves inequality information inter internal interpolation into inversion jordan journal kernel last learning least less letting machine makes mason matrices matrix methods micchelli models more morrison multi multiple multitask multivariable network networks neural next nodes novel ones optimal orthogonal pontil powell predictions presented press previously processing proof proved proven radial real references remain representation research resulting results review royal second selected series sets share sherman similar society split squares statistical stone structure substantiated systems task tasks test tested than that theorem theory these third this tion training transactions unselected unsupervised used using validatory weights what where which with woodbury yields
http://books.nips.cc/papers/files/nips18/NIPS2005_0780.pdf	164	Describing Visual Scenes using Transformed Dirichlet Processes	alarm allocation amer analysis appearance approach artif assigned assoc associated barnard barrow bayesian beal berkeley bilinear blei blog blue bottom building buildings cars categories chen cluster clusters comp comparing containing content curves cvpr dashed densities density describing detection different dirichlet discovering distinctive dynamic each efros encoding escobar estimated estimation example expected experiments face false feature features fergus figure first flexible four fourth freeman frey from global grammars green guided hierarchal hierarchical iccv ieee ijcai ijcv image images inference instances intel interpretation into invariant jmlr jojic jones jordan july june keypoints kolobov latent layers learning left location lowe marthi matching matsakis milch miller mixtures model modeling models natural neural nips object objects october pages pami parsing parts performance perona pictures position press probabilistic processes random rate real recognition references report right road roads robust russell scale scene scenes second segmentation segmentations separating shape shared shot siskind sivic solid sontag spatial sprites stat statistics storkey street structure style submitted sudderth technical tenenbaum test their third through time torralba tran trans transformations transformed transforms tree trees unifying unknown unsupervised using video viola volume west williams willsky with words yuille zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0398.pdf	85	Generalization in Clustering with Unobserved Features	allerton american association azedarach bialek bottleneck bounded chinaberries clustering collaborative communication computation computing conf cover data edinburgh elements entropy estimation features filtering flynn fruits generalization hebrew hoeffding http huji inequalities information interscience jaakkola jain journal krupka labeled learning machine marlin master melia method murty mutual neural nips paninski partially pereira perspective poisonous probability proc random references regularization report review seeger september statistical sums surveys szummer technical theory thesis thomas tishby toronto tree university unlabeled unobserved vapnik variables wiley with
http://books.nips.cc/papers/files/nips18/NIPS2005_0799.pdf	47	Mixture Modeling by Affinity Propagation	affinity algorithm analysis annotation approximation bayesian bishop charikar clustering comp constant contour cuts cvpr data experimental factor finding frey generative genome genrate ghahramani graphical graphs guha heller hertz hierarchical high hughes human icml ieee ijcv image info jordan kschischang learning loeliger malik matrices median meila microarray model models morris nature networks neural nips normalized novel oxford pairwise pattern press problem proc product random recognition recomb references resolution robinson rosales segmentation shental shmoys shoemaker spectral tardos technology texture theory trans transcripts university using walks weiss wide zomet
http://books.nips.cc/papers/files/nips18/NIPS2005_0130.pdf	58	Infinite Latent Feature Models and the Indian Buffet Process	academic advances aldous algorithm american analysis annals antoniak applications aspremont association bayesian berlin buffet cambridge chain codes combinatorial component computational density description developing direct dirichlet distributions ecole editors escobar estimation exchangeability factorial feature ferguson flour formulation francisco gatsby gaussian ghahramani ghaoui graphical griffiths hastie hinton indian inference infinite information jolliffe jordan journal kaufmann labeled lanckriet latent learning length markov methods minimizing mixture mixtures model models morgan multi neal neural neuroscience nonparametric normal notes occam pages parametric pitman population press principal probabilites problems process processes processing programming rasmussen razor recent references related report rizvi rustagi saint saito sampling school semidefinite siegmund sparse springer statistical statistics stochastic summer systems technical text tibshirani topics ueda unit using west with xiii york zemel
http://books.nips.cc/papers/files/nips18/NIPS2005_0292.pdf	185	Analyzing Auditory Neurons by Learning Distance Functions	aertsen affinity analysis anderson ascending auditory based binding biophys bird blake boosting changes characteristics characterization chechik chirps cluster clustering complex computing constraints context correlation cortex cortical current decharms density depireux distance doupe dynamic effects eggermont equivalence escabi features ferret field fields fluctuating functions gaussian globerson group hearing hertz hilel hillel icml johannesma klein kowalski learning lemniscal linden linear linearity machens margin maskers measured measures merzenich methods miller mixture models moving natural nelken neurobiology neurons neurophysiol neurosci nips nonlinear obtained opinion optimizing pathway peptide population predicting primary processing protein read receptive recomb reduction redundancy references relating representation research response responses reveal reverse ripple ripples rotman sahani scenes schreiner science shamma shental simon single sound sounds spectra spectral spectro spectrotemporal stern stimuli system temporal thalamus theunissen tishby tonal tone unit using wehr weinshall with yanover yosef young zador
http://books.nips.cc/papers/files/nips18/NIPS2005_0167.pdf	149	On the Accuracy of Bounded Rationality: How Far from Optimal Is Fast and Frugal?	accumulation advances annual applications approximability approximation assessing ausiello bamberg barcelona behavior behavioral bellare berlin best binary bottou bounded brain brake broder bulletin cambridge checkable choice classification cognition cognitive combinatorial comparison compensatory complexity computing conditions conference continuous crescenzi cummins dawes decision detje dieckmann different doherty dorner editors effects efficient empirical everyone evidence experimental fabra factors fast feature fifth format from frugal gambosi general gigerenzer goldstein goldwasser group heuristic heuristics hoffrage hogarth human inference inferences influencing information international journal kann karelaia learning lexicographic look lund machine make making marchetti martignon matching memory mental method model modeled modeling models nellen neural newell ordering organizational other oxford pages paired paper pompeu precis predictors press probabilistic probabilistically problems proceedings processes processing proofs properties protasi psychological psychology psychonomic quality quantity rational rationality reason reasoning references regressionbased representation research rest review rule russell saul schaub schiffer schmitt sciences search shanks simon simple simultaneous slegers smart spaccamela springer strategies symposium systems take takes tests that their theory they todd under unifying universitat universitatsverlag university validity verlag versus volume weiss well weston when with work working york
http://books.nips.cc/papers/files/nips18/NIPS2005_0865.pdf	23	Gradient Flow Independent Component Analysis in Micropower VLSI	acoustic adaptive analog analyzer andreou approach array arrays australia autoadaptive barrere bell biology biomechanics blind broadband cambridge canada cauwenberghs celik chabriel chip circuits cmos cohen comp compact component conf convolutive correlations deconvolution delayed directional emblemasoma envi esscirc estoril experimental experimentation gharbi harris hearing icassp ieee implementation independent information integration iscas lambert letters linear localization localizer maximization micropower miles miniature mixed mixture mixtures molgedey monaural monterey multipath multiple munich neural neuromorphic nips optimization parallel parasitoid part philosophical phonotaxis physical portugal press principe proc real reeve references results review robert robot ronment royal salam sarcophagid schuster sejnowski sensor separation sept signal signals society solid sound source sources speakers stanacevic state stochastic sydney symp systems test through time trans transactions tympanal using vancouver webb with zweig
http://books.nips.cc/papers/files/nips18/NIPS2005_0360.pdf	59	Computing the Solution Path for the Regularized Supp ort Vector Regression	above according acknowledge acknowledgments activities adaptive adjusts advances algorithm also alternate annals another approximation arguments artificial automatically based best bhattacharyya calculated called classifier code comments computes computing crammer craven criterion data design difficulty distribution efficient entire estimation exists experience explore fast foundation free freund friedman from function further girosi given golowich grant gunter hand hastie have helpful here however improved improvements interior issue jmlr joachims keerthi kernel kohlmorgen lack large learning like linear lkopf loqo machine machines making mathematics mean method methods minimal model movements muler multivariate murthy national networks neural nips noisy normal numerical optimization osuna over paper parameter partially path piecewise plan platt point practical predicting princeton processing programming proposed quadratic real references regression regularization report rosset saharon scale scenario science seems selecting sequential series sets shevade show shown shpigelman signal similar similarly simulation singer smola smoothing sometimes space spline splines statistics stein sufficiently support supported technical temporal tends thank that this those tibshirani time tracking training treated tsch tutorial university using vaadia value vanderbei vapnik vector wahba well with work would
http://books.nips.cc/papers/files/nips18/NIPS2005_0547.pdf	69	Efficient Estimation of OOMs	advances algebra algorithm appear applications attributes baveja brains chapter combining common cones continuous directions discrete editors edwards eecs faculty files fraunhofer from gene govindaraju handwriting haykin http information institute invariant jaeger kolling kretzschmar learning linear littman math matrices mcdonald mcwhirter models networks neural nips oberstein observable online oomlearn operator pages papers popovici predictive press principe proc processing recognition references report representation sejnowski sequences signal singh sourceforge state statistical stochastic sutton symbol symbols systems tsat tsatsomeros umich version with zhao
http://books.nips.cc/papers/files/nips18/NIPS2005_0210.pdf	72	Walk-Sum Interpretation and Analysis of Gaussian Belief Propagation	algorithm analysis anisotropic arbitrary belief bounds computation converge correctness critical decoding densities errors example exploring extended fisher follows freeman gaussian general generalizations gibbs graph graphical ieee ihler inference information intelligent interpretation ising johnson jordan kaufmann kumar lattices lids loopy malioutov means measures message millennium models modify morgan networks neural nips pages passing pearl physical plarre probabilistic propagation references review rusmevichientong summable systems tatikonda temperatures theory topology trans turbo understanding upper walk weiss willsky with yedidia
http://books.nips.cc/papers/files/nips18/NIPS2005_0498.pdf	105	Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions	aaai amarel american anal analysis appear appl approximation artificial athena automating belmont bertsekas bremer cambridge chung coifman comp conference decision developmental diffusion direct dynamic evaluation fast function functions global graph harm intelligence international interscience iteration journal lagoudakis laplacian learning least machine maggioni mahadevan manifold markov massachusetts mathematical meets multiscale national neuro packets parr policy press proceedings processes programming proto puterman references reinforcement report representation research riemannian rosenberg samuel scientific society space spectral squares state szlam tech technical theory tsitsiklis uncertainty university using value wavelet wavelets wiley yale york
http://books.nips.cc/papers/files/nips18/NIPS2005_0662.pdf	174	Goal-Based Imitation as Probabilistic Inference over Graphical Models	aaai acts adaptive adult agents analysis animals applications artifacts assumptions attias barto bases bayesian behavior billard boutilier brain breazeal building cambridge challenges child children cognitive communication computational controller dautenhahn dbns dean decision demiris development developmental enactment evolution experiments facial facts fadiga fine fixation fogassi france from function gallese general gestures grenoble grounding hanks hayes hidden hierarchical hierarchy human humanoid humans icra imitate imitation imitative infants inference integration intelligent intended intentions international introduction journal kaelbling krding learn learning leverage lewicki localization mach markov mataric meltzoff mind mirror model models month moore movement multi murphy nature nehaniv neural neurons newborn observation olshausen others pages people perception phung planning pomdps pomplun press prinz probabilistic proceedings psychology references reinforcement representing research rizzolatti robot robotic robotics robots route scale scassellati schaal sciences sensorimotor shon singer social speculations state statistics structural sutton symposium systems televised that theocharous theoretic tishby trends understanding university using venkatesh with wolpert workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0386.pdf	191	Message passing for task redistribution on spa r se g r a phs	academic advanced algorithms approach beyond clark comm computer davie diego estrin field glass glasses herzog inference information kirkpatrick large learning lett mackay mean methods mezard networks nishimori opper parisi peterson phys physics pore press processing references review saad scale scientific servi shenker sherrington singa spin statistical suri systems theory virasoro wong world
http://books.nips.cc/papers/files/nips18/NIPS2005_0525.pdf	178	Estimating the "wrong" Markov random field: Benefits in the computation-limited setting	algorithms approximate approximations april artificial asymptotic athena august baraniuk based bayesian belief belmont benefits berkeley bertsekas boltzmann bounds cambridge class computation constructing convergence crouse department directions effects efficiency energy errors estimation family fields fisher fitting free freeman function generalized gibbs graphical hidden higher ieee ihler improving inconsistency inference info intelligence iterative jaakkola january joint jordan journal july kappen learning leisink limited linear loopy machine machines markov matching measures message minka models networks neural nonlinear nowak order pages partition prediction press principle proc procedure processing programming propagation proportional pseudomoment random references regime report research response reweighted scientific signal statistical statistics tatikonda technical theory thesis trans tree uncertainty university upper using vaart variational volume wainwright wavelet weiss welling wiegerinck willsky with workshop yedidia
http://books.nips.cc/papers/files/nips18/NIPS2005_0724.pdf	144	Dynamic Social Network Analysis using Latent Space Models	advertiser agents algorithm amer analysis applications approaches arabie assoc association automated bipartite blue body boorman borg bottom breiger burges burgesc calculation carrasco chen classical clustering coauthorship collaboration comparison computational computations cooperative corner crime crimelink crosses cyan data david domain dynamic eighth entities explorations explorer facilitate fain figure fundamentals geometry ghahramani ghahramaniz graph gray green groenen handcock hinton hintong hoff icdm info intl introduction issue john jordanm keyword knowledge koch kochc lang latent learning left link lopez lower magenta manwani manwania math matrix methodological mining models modern montaner moore multidimensional network networks nips number pages palau perturbational pluses preparata problems psych quadratic raftery recommender references relational right robustness royal sarkar scaling schroeder score seconds sejnowski sejnowskit shamos sibson sigkdd social sons space special spots springer stars stat statistical studies systems taken time timestep tree upper using vapnik vapnikv verlag viola violap watkins wiley with workshop zhukov
http://books.nips.cc/papers/files/nips18/NIPS2005_0440.pdf	143	Visual Encoding with Jittering Eyes	about acad achromatic activation activity adult after aging ahissar animal arieli atick awake barlow based beck behaviour benardete brain briefly bursts cambridge casile cavanagh cells chromatic coding cognitive comp computation conde contrast contributions cortex cortical current decorrelation desbordes detail detection differentially discrimination does duration during dynamics early edelman editor editors effect effects elsevier extrastriate fields figuring fixation fixational flash flashed free function ganglion geniculate hubel identification image implications instability involuntary jitter kagan kaplan know kowler lateral leopold levinson logothetis macknik martinez messages microsaccades microscopic modeling modulate monkeys monocular moore motion motions movements murakami natl natural nature network neural neuron neurons neurophysiol neurosci nucleus orientation pages physiol possible presented press primary primate problems proc processes processing psychol ratliff receptive redlich references refinement representations responses retina retinal reveals rhesus riggs role rucci scenes science selective selectivity sensory snodderly space spatial spear spikes stabilization statistics steinman stimuli striate system systems temporal their thorpe time tumosa university viewing vision visual what wray young zangwill
http://books.nips.cc/papers/files/nips18/NIPS2005_0747.pdf	49	Learning Rankings via Convex Hull Separation	advances algorithm altun analysis applied boosting boundaries chapman ciaramita classic classifiers classifying clickthrough college combining conditional conf conference convex crammer data discovery documents efficient engines fast freund gaussian generalized ghahramani graepel hall herbrich hill hofmann info informative interdependent iyer jersey joachims journal knowledge lafferty large lawrence learning lebanon linear london machine machines mangasarian margin mathematics mccullagh mcgraw methods mining models nature nelder neural nips nonlinear obermayer optimizing ordinal output philadelphia poset pranking preferences press princeton proc process processes programming rank ranking references regression report reprint research rockafellar schapire search second seeger semantics siam singer spaces sparse springer statistical statistics structured support syntax systems taxonomies tech theory tsochantaridis university using vapnik vector with words workshop york
http://books.nips.cc/papers/files/nips18/NIPS2005_0470.pdf	175	Kernels for gene regulatory regions	academy altman america analysis appl asai ashwin associations barak between biocomputing bioinformatics biological biosci birren boffelli botstein brown bruce cambridge chasin chiang classification cliften cluster cohen comparison comput construction data desikan display dunker durbin eddy editors eisen elements endrizzi engineering eric eskin expression fastdnaml features find finding footprinting fulton functional gene genes genome genomes genomewide hagstrom hefter heller human hunter identified identify information initiation jersey john johnston kellis kernel kernels klein krogh lander lauderdale lengauer leslie lewis likelihood lucinda machine majors manolis marginalized mark matsuda matthew maximum mcauliffe mean mika mitchison mrna muller national nature nick noble olsen ovcharenko overbeek pachter pacific pages patterns patterson paul phylogenetic primate priya proceedings profiles protein ratch recognize references regions regulatory research robert rubin saccharomyces scholkopf science sciences scientific sequence sequences sequencing shadowing sites species spectrum spellman splicing states string sudarsanam supp support symposium that tool translation trees tsuda united using vector visualizing waterston world yeast zhang zien
http://books.nips.cc/papers/files/nips18/NIPS2005_0610.pdf	109	Online Discovery and Learning of Predictive State Representations	action added advances advantage agent alberta algorithm allow also alternative another anthony artificial batch because becomes becoming both brian britton brown cassandra chosen competitive computation condition conditioned conference constrained constraints core could current data date david dependent difference dimensional directions discovery discrete distribution during dynamical empirical eric error estimate estimation examples experienced file first from future geoff gordon gradient gradually handles happen have herbert histories history html http icml important imposes improvement incorrect increased index information initial instead intelligence interesting international jaeger james jong lack learning linearly littman machine master matrix matthew mccracken mechanism method methods michael minimize modeling models modification more multi nature needs networks neural next nicholas nips number obscure observable observation online only operator optimization over page pages pardoe partitioning peter pomdp poorly prediction predictions predictive prevent prevents problem proceedings processing programming psrs quadratic references regression removing replace repository representations research reset results richard room rosencrantz rows rudary satinder sebastian second selected selection sequence sequential series should show shown similar simultaneously singh single solved some state states stationary step still stochastic stone stream subject such sutton system systems takes tanner temporal test tests that theory there thesis they this threshold thrun time tony true turn twentieth twenty uncertainty university valid want while wiewiora with without wolfe
http://books.nips.cc/papers/files/nips18/NIPS2005_0296.pdf	57	A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification	advances analysis annals approach banks bartlett based behavior brockhausen campbell care case classification classifiers combining consistency controlling convex cristianini dean discriminant editor editors encyclopedia icml ijcai information intensive joachims knowledge kotz large learning leen lindsay machine machines margin mclachlan methods minimization models monitoring morik muller neural nuisance oakes pages parameters parametric pattern platt press probabilistic probabilities proc proceedings processing read recognition references risk scholkopf schuurmans sciences semi sensitivity situations smola solla sollich standard statistical statistics study support systems vector veropoulos volume wahba wiley with zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0621.pdf	66	Non-iterative Estimation with Perturbed Gaussian Markov Processes	advances algebra algorithms analysers applications approximations based bayesian beal belief bethe blake border chan coding completion compound computer convolution cortex cortical cosine discrete editors energy estimation factor field fields filling fize free freeman friedman from gauss ghahramani graphical hamza heydt human ieee image inference information introduction jaakkola jeng jordan kikuchi krim learning linear machine magazine markov marlot martucci merl methods mixtures modeling models monkey nature neural neuroscience ownership oxford pages perceptual pessoa preconditioners press probabilistic processing propagation random reconstruction references reorganization report saul september signal sine speed springer symmetric system systems technical thorpe toeplitz trans transform transforms unal unifying university variational verlag vision visual volume weerd weiss wong woods yedidia zhou zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0722.pdf	36	Transfer learning for text classification	aaai advances algorithm algorithmic anal analysis appl approaches assumptions automatic available based bayes bennett better buckley build cambridge caruana case categorization chang cjlin classification classifiers comparison conference continuum crammer csie data defense development discovering discriminative dumais ecml empirical entropy event exploring exponential features filtering forum foundations from functions generalized generative horvitz http icml ijcai implementation indicators inductive information international joachims jordan karger kernel kimeldorf klautau labeled lafferty language large learn learning library libsvm lifelong logistic mach machine machines making management manning many math maximum mccallum methods mining model models moffat multiclass multiple multitask naive natural nigam nips nocedal numerical optimization pages poor practical press probabilistic proceedings processing references regression relevant reliability rennie report results retrieval rifkin rocchio salton scale schutze shih sigir similarity singer software some space spline springer statistical structure study sullivan support tackling tasks tchebycheffian tech teevan term text textual tfidf thrun transfer unlabeled using vector wahba weighting with workshop wright zobel
http://books.nips.cc/papers/files/nips18/NIPS2005_0194.pdf	50	A Connectionist Model for Constructive Modal Reasoning	about advances applications applied applying artificial avila back based broda browne canada clarendom classical computer computing connectionist dalen databases deductive disjunctive distributed edition editors errors fagin forthcoming foundations gabbay garcez gelfond generation guenthner halpern handbook hinton hogger inference information intelligence international intuitionistic journal kluwer knowledge labelled lamb learning lifschitz logic logics machinery mind modal model models moses motivated nature negation networks neural neurally nips oxford pages perspectives philosophical press problems proceedings processing programming programs propagating rapid reasoning references relational representation representations robinson robust rumelhart science shastri shavlik shruti springer statistical symbolic synchrony systems temporal theoretical theory time tools towell turing using valiant vancouver vapnik vardi verlag volume williams
http://books.nips.cc/papers/files/nips18/NIPS2005_0576.pdf	195	Augmented Rescorla-Wagner and Maximum Likelihood estimation.	academic adapting adaptive advances algorithm andw annual appleton away barto black buehner california cambridge causal causality causation century cheng circuits classical cognitive comparative computational conditioning conference conv courville covariance crofts current danks dayan derivative diego discrimination dynamical equilibria estimation explaining foundations from gabriel griffiths hoff holyoak human induction information journal kakade learning likelihood mathematical maximum medin model models moore motivation networks neural neuroscience nips parameters part pavlovian physiological power press proceedings processing prokasy psychological psychology record references rescorla research review science shanks similarity society space spellman structure sutton switching systems tenenbaum theory time touretsky versus wagner weight wescon widrow york yuille
http://books.nips.cc/papers/files/nips18/NIPS2005_0675.pdf	120	Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity	activities also analysis another approach artifacts attias autoregressive baillet bayes beamformer biomed brain cardoso clin clinical comp component computation contrasts correlation could courchesne data debener delorme determined distribution distributions dynamics effective effectiveness electromagnetic enhance event evoked exploiting extension facilitates factor fixed framework from graphical hamalainen high hyperparameter ieee incorporating independent infer inferring info interference into investigate jousmaki jung leahy magazine makeig mapping marantz mining miyashita models mosher nagarajan neur neural neurophys normal number onton optimizing order paper parameters performance plan poeppel potentials proc procedure processing rather reconstructing recordings references related removal sarela sejnowski sekihara signal source sources spatiotemporal subjects technique temporal than that their them this though townsend trans trends uses using values variational vector vigario visual westerfield whereas
http://books.nips.cc/papers/files/nips18/NIPS2005_0164.pdf	111	Unbiased Estimator of Shape Parameter for Spiking Irregularities under Changing Environments	achieving adaptive amari american among analysis areas baker baltimore based berlin bernoulli bickel biosystems bounds bundles cambridge chance comparison comput connections consistent correlated cortex cortical department differences differential discharge distributions dodson douglas dual econometrica efficient estimates estimating estimation events families fire firing fujita funahashi functions geometrization geometry godambe hierarchy hilbert holt hopkins ieee ikeda infinitely information inputs integrateand inter interspike intervals introduction johns kawanabe klaassen koch koyama kumon laminar lancaster leaky lemon levels lewis likelihood local london many math mathematical mathematics maximum measure methods methuen miura miyazaki models monkey motor nagaoka netw neural neurobiology neurons neurophysiol neyman nonlinear nuisance observations occur optimum oxford parameters parametric partially patterns pfanzagl precise presence press primary primate probability property providence references regional regular repeating report reproduce ritov sakai scott semi semiparametric series shima shinomoto smooth society softky spatiotemporal spike spiking springer statist statistical statistics stochastic supplementary tamura tanji technical temporally theoretical theories theory tokyo transactions tuckwell university variability variation verlag visual vitro vivo volume wellner york
http://books.nips.cc/papers/files/nips18/NIPS2005_0038.pdf	171	Affine Structure From Sound	acoustic applications approach array audio balogh basis beam birchfield biswas calibration chen classical comparative computing connectivity constrained corke cvpr deployment distributed ecots elnahrawy elson estimation factorization field filtering flying forming forthcoming from globecom hebert hotnets hrabar hudson ieee ijcv image iros iser iterative kanade kozintsev ledeczi lienhart likelihod limits localization location loudspeakers mahamud maroti martin maximum maxiumum method microphone microphones motion multidimensional multimedia multiple music nath near network networks niculescu orthography passive peterson platforms point position positioning power processing projective ranging raykar reconstruction reed references regime repair resource robot romer sallai saripalli scaling secon sensor shape signal signals sips source spatial speech streams strength study subramanya sukhatme synchronization system thrun time tomasi trans transaction tung under unknown using views wideband wireless with
http://books.nips.cc/papers/files/nips18/NIPS2005_0185.pdf	123	Optimal cue selection strategy	alkhateeb america bauer biol bulletin butcher cave cognit cognitive connell cowan curr duncan exper experimental fisher franzel friedman geisler gelade gormican hill horowitz human humphreys hyle jiang jolicoeur journal kenner king maljkovic martinez morris nagy najemnik nakayama nature optical palmer pashler pavel percept perception perform performance psychol psychological psychology psychophys psyonomic rayner references research review rosenholtz ruddock sanchez society souther spat stewart timothy treisman treue triesman trujillo vasan verghese vickery vision wolfe yuhong zmura
http://books.nips.cc/papers/files/nips18/NIPS2005_0741.pdf	37	A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels	about advances analysis atick borst capacity cell coding component compression computation dhingra diamantaras does efficiency ganglion generator hornik hyvarinen ieee images independent information journal karhunen know lewicki limited limits linear models natural nature netw neur neural neuroscience nips optimal overcomplete pages press redlich references representation retina retinal robust scenes smith sparse spike strintzis theory theunissen trans transfer under units unreliable using volume what wiley
http://books.nips.cc/papers/files/nips18/NIPS2005_0800.pdf	61	Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs of Arbitrary Topology	algorithms always american analysis annealed annealing annual approach approximate approximation association barkema berthelsen biometrika bucklew cambridge carbonetto carlo carter casella chain cognition computational computing conditional conference constants counting critical cued danish data dearden decision department deviation diagnosis differences disease distributed distributions does doucet dynamics editor editors efficient energy engineering environment equality error estimation explorations explorer field fields filter foundation free freitas from gaussian gelatt ghahramani gibbs gordon gore graphical green hard hidden hinton hochbaum human hutter ieee image importance infeng inference integration intelligent internal international intractable introduction jaakkola jarzynski jerrum john jordan jose journal kirkpatrick kitagawa kohn labeling lafferty language large learning lett letters linguistic machine mapping markov mars mathematical mccallum mcclelland meaning menendez method methods metropolis microstructure modeling models moller monte moral morales morgankaufmann mutch national neal network networks newman nonequilibrium nonlinear nonuniversal normalising optimization oxford pages parallel pearl pereira peters pettitt phys physical physics plausible poole practice press probabilistic problem problems proceedings process processing propagation publishing random rapidly read reasoning reeves references report representations research review richardson robert robot rumelhart samplers sampling saul science segmenting semantic sequence sequential simulated simulation simulations sinclair smoother sociations sons space springer state statistical statistics stochastics swendsen symposium systems technical techniques technology theory toronto ulam university variational vecchi verlag waiter wang wiley williams with word workshop york
http://books.nips.cc/papers/files/nips18/NIPS2005_0672.pdf	6	Fast Information Value for Graphical Models	active agostak algorithms analysis anderson assessments bayes bayesian berkeley bias computationally conference cybernetics decomposition diagnosis efficient functions fusion gaag guided hidden html http ieee information international kaufmann kjrulff kohavi krishnamurthy laskey learning loss machine making management markov matlab model models moore morgan murphy murphyk mutual networks objective optimal plus probability proceedings processing references scheduling sensitivity sensors signal software systems thirteenth toolbox transactions variance weiss wolpert zero
http://books.nips.cc/papers/files/nips18/NIPS2005_0635.pdf	157	Selecting Landmark Points for Sparse Manifold Learning	american analysis angle angles annals approximation between bjorck bundle chen cognitive complete computation computing data dealing dictionary dimension dimensionality efron eigenfaces elements embedding expression framework friedman gene gensips geometric global golub harja hastie icassp intrinsic johnstone journal ladesmaki langford learning least lemos linear local locally marques mathematical mathematics measurement methods multiple neuroscience nips nonlinear notices numerical over pentland poggio recognition reduction references regression representation roweis saul science shmulevich silva smale society sparse springer statistical statistics subspaces tangent tenenbaum tibshirani turk vectors versus with zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0298.pdf	38	Optimizing spatio-temporal filters for improving B r a in - C o m p u t e r I n t e r f a c in g	academic activity advances alpha alvino analysis anderson andrews approach arch based basic becker berger biomed birbaumer birch blankertz bler boosting brain bull cambridge chicago clanton class classification classifications classifying clin cogn coherences combination combining commands communication components computer control cortical curio curran current decomposition desynchronization detection development device diego diettrich differentiation dornhege driving during effects electrical electrocorticograms electroencephalogr elektroenkephalogramm encephalography error event extension fast feature features filtering filters flor fukunaga gerking ghahramani ghanayim graz guger gyrus hand harkam hibbs hinterberger ieee imagined implementing improved increase information integration interface interfaces interfacing introduction invasive iversen jasper jorgensen kaiser kohlmorgen koles kotchoubey krepki krupka kunzmann learning leeuwen lemm lierop linear lkopf ller localization locked losch matthews mcfarland menschen methods motor movement multi multimodal nature nervenkr neuper neural neuroelectric neuroimage neurol neurophysiol nips normal obermaier obermayer occipital optimal organization osman paced paradigms paralysed parra pattern pearlmutter penfield penny perelmouter pfurtscheller precentral pregenzer press principles proc processing production psychiat psychol ramoser rates recognition references regions rehab related review rhythm roberts rosipal sajda saul schl schrijer silva single singletrial soong source spatial spatio spectra spectral spelling statistical stokes synchronization systems tang taub temporal thalamic thrun towards trans transfer trejo trends trial unlocking upon vaughan voluntary wheeler wolpaw yeung
http://books.nips.cc/papers/files/nips18/NIPS2005_0544.pdf	204	A Hierarchical Compositional System for Rapid Object Detection	accomodate adaboost algorithm algorithms analysis applied asymmetric based belief berg cars cascade chamfer chen chui cipolla city class classification clutter cluttered comp composition computer conf conference context corfu correspondence coughlan cvpr deformable detecting detection detector distortion dynamic efficient english european faces fast features felzenswalb fergus ferreira finding framework from geman gmbv iccv ieee image information initialization intelligence international invariant jaakkola jones kanade learning local localization loopy lowe machine malik matching mathematics method nips object occlusion pages parsing pattern perona point potter proc proceeding proceedings product propagation propoagation quantization quarterly rangarajan reading recognition references related reparamterization representation rigid robust scale scenes schniederman segmentation shape shapes shen snow statistical stenger systems template text thayananthan theory torr transactions tree understanding unifying unsupervised user using viola vision wainwright willsky with without yuille zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0294.pdf	116	Rate Distortion Codes in Sensor Networks: A System-level Analysis	advances algorithms available belmont berger cambridge codes concepts correcting denver disordered distortion dotsenko edition error exploratory function glass hays http ieee inference inform information intel introduction june learning mackay mathematical methods model models mote motes murayama nature neural nips okada online oxford physics press problem processing publishing rate references replica research sourlas spin state statistical statistics systems theory trans university viswanathan wadsworth wong zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0249.pdf	63	Tensor Subspace Analysis	advance advances analysis appearance approach based belhumeur belkin canada chung class clustering cognitive computer conference december dimensional dimensionality discriminant eigenfaces eigenmaps embedding ensembles face fisherfaces framework frangi geometric global graph hepanha ieee image information intelligence janardan journal july kriegman langford laplacian laplacianfaces learning linear locality locally machine manifolds mathematics multilinear neural neuroscience niyogi nonlinear number pattern pentland preserving processing programming projection projections recognition reduction references regional representation roweis saul science semidefinite series silva specific spectral subspace systems techniques tenenbaum terzopoulos theory trans turk unsupervised using vancouver vasilescu vision washington weinberger yang zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0207.pdf	198	Learning Multiple Related Tasks using Latent Independent Component Analysis	able about achieve algorithms also among analysis ando approach approaches artificial assumes baxter bayes bayesian bengio better bias breiman cambridge capability capture center claim classification classifying compared component components consider conventional corresponding cowell data decorrelation dependence distribution distributions documents domain done each editors empirical enjoyed estimation everson evgeniou evidence experimental extensions factor flexible framework friedman from future gaussian generalization ghahramani ghosn having heskes hidden hierarchically however icml identify ieee important incorporate independent independently inductive information instead intelligence into jaakkola jointly jordan just kernel knowledge koller label laplace latent learn learning like linear logistic machine makes method methods micchelli model modeling models more multi multiple multivariate networks neural obtain only paper parsimonious particular point pontil possible practice predicative predicting presented press principles probabilistic problems proc processes property proposed references regression related relatedness reliable rerport research responses responsible results roberts robust royal sahami schwaighofer seeger semiparametric shared sharing show shrunk significantly since sixth society source sources space sparsity specific specify stat statistics structure structures subspace support supported task tasks technical text that their this those thus toward transaction tresp tries underlying university unlabeled unless using usually variational very watson well where which will with words workshop would zero zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0527.pdf	127	How fast to work: Response vigor, motivation and tonic dopamine	aberman accumbens adaptive after algorithms amphetamine anal analysis anden anim appleton average balleine barto based becker behav behavior behavioral behavioural belanger between biochem blackman boakes bolles brain brooks california cambridge cardiaque carr century city closed coding cole competition comportement computational conditioning control correa correlated cosyne courville crofts dahlstrom dawson dayan decision depletions detailed dickinson dietterich domestic domjan dopamine dorsolateral dynamics economies edition editors effect effects empirical equence experimental extended field fixed food foster foundations framework functional functions gallistel ghahramani gibbon gonzalez grove handbook harper hebbian hens herrnstein high hull ikemoto impair implications inappropriate incentive influence injections instrumental interactions interpretation interval intracranial introduction jackson joel john kakade kimura lake learn learning machine mahadevan make mass matched mcclure mesencephalic model montague more motivated motivation motivational nakai nature networks neural neuron neurons neurophys neurosc neurosci neuroscience nips nucleus observability open operation opponent other outcome pacific pages panksepp partial parts performance pharmacol predictive prefrontal press primary principles psych psychology psychopharmacologia rate rates ratio rats reference references reinforcement requirements research responding results reward rich role salamone salience salt sato satoh schedules schultz seeking sejnowski sensitive serotonin signal some sons special staddon steven striatal substrate sutton system systemic systems temple tetreau theory time timing touretzky towards training trends uncertainty under understanding unifying utah versus views volume watt white wiley with york
http://books.nips.cc/papers/files/nips18/NIPS2005_0439.pdf	60	Large-Scale Multiclass Transduction	academic advances algorithms american analysis annual association barber bayesian bennett bioinformatics boston bounded burges cambridge classification classify combining computational computer conference data directed editors engineering fast fields from functions gaussian ghahramani graph graphical graphs harmonic hoeffding huang icml ieee induction inequalities intelligence international introduction isbn jaakkola joachims john jordan journal kernel kernels kluwer kondor labeled lafferty lauritzen learning lecture machine machines matching mathematical methods models notes oxford pages pami pattern press probability proceedings processes programming publishers random references regularization saul scholkopf science semi series smola sons springer statistical string sums supervised support text theory tommi transactions tree tsuda university unlabeled using vapnik variables variational vector vert vishwanathan warmuth wiley williams with york zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0199.pdf	68	Bayesian Surprise Attracts Human Attention	abrams acad anal anderson annu anwyl available baldi ball ballard benjamin berry bisti bonigk bradley brown cambridge chandler christ code cognition corkin cullen cvpr david dhruv dickinson dover dragoi ebstein edition evans fecteau field fiorentini first fletcher foundations freely frings gallant genet gonzalez horowitz http ieee ilab information intell itti jaynes kennedy knight koch krauskopf kullback kurahashi lennie logic lusher mach maffei masland menini metha metrics miller movshon muller munoz natl nature nelken network neuron neurosci niebur novick olshausen parkhurst patt peirce percept phys press privitera probability proc psychiatry psychol psychophys rainer ranganath references reinagel rowan savage schultz science shanks sharma siego smirnakis solomon source stark statistics stern theeuwes theory toolkit trans ulanovsky umansky university vinje vision visual wiley wolfe york zador
http://books.nips.cc/papers/files/nips18/NIPS2005_0464.pdf	81	Benchmarking Non-Parametric Statistical Tests	algorithms analysis application approximate automated balanced benchmarking bengio bisani bolle bootstrap butterworths cambridge categorization chapman classification claude comparing computation compute computer computing conf confidence contingency corpus data davison dcerr dietterich ecir efron equals error estimates evaluation everitt figure figures from fscore gaussier generalization goutte hall hinkley icassp idiap image implication inference information interpretation intervals introduction keller language learning linear london machine mcnemar methods nadeau neural never news outcome pages pankanti pattern performance power precision press probabilistic proceedings proportion ratha recall recognition references resources retrieval reuters rijsbergen rose sebastiani several size statistical stevenson subsets supervised surprising surveys svms systems tables test tests text their there tibshirani tomorrow true unbalanced understanding university vision volume when while whitehead with wong yesterday yoshua
http://books.nips.cc/papers/files/nips18/NIPS2005_0163.pdf	87	Assessing Approximations for Gaussian Process Classification	advances algorithms analysis annealed approximate assessing barber bayesian berger bernardo binary classification classifiers computer computing david dawid department editors electrical engineering family gaussian hasselmo ieee importance inference information intelligence journal kuss large learning machine machines mackay margin michael minka mozer neal nips oxford pages pattern platt press priors probabilities process processes rasmussen references regression research sampling science smith statistics theory thesis touretzky transactions university using williams with
http://books.nips.cc/papers/files/nips18/NIPS2005_0821.pdf	12	Bayesian models of human action understanding	aaai action acts after agency agent algorithms american animacy animals apparent athena attribution bayesian behavior bekkering belmont bertsekas biro brockbank cambridge causality chajewska charniak cognition cognitive conf control csibra cues delay dennett developmental dynamic edition experimental function gergely goal goldman heider humans icml imitation infancy infant infants inferring intentional intl inverse journal kautz kiraly koller koos learning liao long machine meltzoff memory model months multiple nadasdy nature novel observing optimal ormoneit pages perception perceptual plan press preverbal probabilistic proc programming psychology pure rational reason reasoning recognition references reinforcement robots routines russell scholl sciences scientific shon simmel social stance stimuli study taking teleological term theory transportation tremoulet trends utility week without
http://books.nips.cc/papers/files/nips18/NIPS2005_0679.pdf	83	Measuring Shared Information and Coordinated Activity in Neuronal Networks	abbott advances ahmed algorithms amari analysis annals artificial auai ballard becker berkeley berry bialek brain brillinger brown buhlmann california cambridge chickering chow codes college computation computational computer conference cormen cover crutchfield data dietterich distributed dynamics elements engineers fernholz filtering ghahramani halpern ieee imperial information intelligence introduction irvine jaeger journal kantz kass kirshner knight learning letters lewicki linear littman london machine mitra models morgenthaler nature neural neuroscience nonlinear olshausen olufsen palus physical physics practice press princeton probabilistic probability proceedings processing quian quiroga references representations review robertson schneidman schreiber science scientific scientists sejnowski series shalizi singer singh smyth statistical statistics still streater sutton systems tech theory thesis thomas time tishby transactions transacttions twentieth uncertainty university upper villa wiley world wyner zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0727.pdf	196	The Role of Top-down and Bottom-up Processes in Guiding Eye Movements during Visual Search	activity alternative analysis arbitrary attention baker ballard based bijl bulletin cave circuitry coding cognitive colliculus computational contingent covert dataset detection dickinson direction distractors during dynamics elman experimental facilitator factors feature fields finding findlay foraging franzel gaze geisler gelade geruschat global guided hayhoe high human iconic image influence inhibition institute integration itti journal klein koch kooi macinnes marking measuring mechanism memory model modeling models movements nature navalpakkam netherlands neural neurobiology neurons neuroscience niebur nips oculomotor overt pami perception performance perry population populations press processing psychological psychology psychonomic rapid real references rejected report research resolution return reveal revealed review reviews revised rohrer saccadic saliency scene science search sejnowski selective shift shifts simulation soesterberg sparks spatio spie strategies structures superior targeting task technical technique temporal tested testing theory time toet toward treisman turano ullman underlying valeton vision visual with wolfe world zelinsky
http://books.nips.cc/papers/files/nips18/NIPS2005_0604.pdf	94	CMOL CrossNets: Possible Neuromorphic N a n o e l e c t r o n i c Circuits	according acknowledged acknowledgments actuator adams additions afosr after alkanethiol also amsterdam appl application architecture architectures array assembled assuming available barhen become been below berlin billion biological both brief broadband cambridge capable cells center cerebral challenges checking chip circuit circuits classifiers cmol cmos combined communication comparable compare computation computer conduction conf contributions cortex crossnets cuniberti dependencies developing development device devices digital discussion discussions double electron electronics elsevier ensemble environment equipped estimated estimates even eventually evidently example extremely feedback fena finish fpga frame frank from further giga given gratefully greer hammerstrom have hertz hierarchical high higher hours human hybrid ibrahim ieee image impact implementation incompatible information initial instructive integration interaction interconnect interfaces introducing introduction joint large latching lecture likharev limits lling long made magnitude major mapping marco mechanism memories microelectronics molecular monolayer more mosfets most mount much muckra multiplications nano nanodevices nanoelectronic nanoscale nanotechnology necessarily necessary need needless network networks neural neuromorphic notes online only orders output parallel part pattern performance period perseus photodetectors phys position possible previous proc process processing processor promising prospects protopopescu prototypes recognition reconfigurable references results royal same scale scaling scan sciences second seconds section sejnowski self sensor several signal similar simon simple single society speculative speed springer stan stopping stream strukov successful such supervised supported switches synapses system systems technologies terabit term terminal terms than that their theory this time training used useful valuable wang well whole will with work would
http://books.nips.cc/papers/files/nips18/NIPS2005_0612.pdf	40	Searching for Character Models	applied auct automatic based bengio bock bodleian bottou character dial document documents early edwards estimation finite forsyth ghmm gradient haffner handwritten historical holistic http ieee image isca itrw kopec latin lavrenko learning lecun library lomelin maire making manmatha manuscripts mohri nips oxford pages pereira proceedings rath recognition references riley searchable specific speech spie state template transducers university using vesom weighted word
http://books.nips.cc/papers/files/nips18/NIPS2005_0519.pdf	153	Learning Minimum Volume Sets	alamos anomaly applications approach available based cannon classification complexity computation computer concept criteria cscott data david density dependencies detection devroye dimensional distribution distributions empirical estimating estimation framework generalized granulometric high howse http hush ieee inform journal kelly laboratory lanl learning levels lindenbaum lkopf lugosi machine madison minimum minmax national neural neyman nowak online paper paradigm pattern pearson platt polonik press probabilistic processes pubs quantile recognition references regularization research rice sciences scott scovel sets shawe smola smoothing springer stat statistical steinwart stochastic support systems taylor teacher tech their theory trans using vapnik verlag volume walther wiley williamson with without york zeger
http://books.nips.cc/papers/files/nips18/NIPS2005_0774.pdf	18	Correlated Topic Models	additional advances again aitchison algorithm allocation amenable analysis analytic application artificial ascent author bayesian between bishop blei bound cambridge carnegie categories chains chapter collaborative collections compositional conference conjugate constrained coordinate corrada csail data defines department derivative describe diag directions dirichlet disability discovering discovery distributed distribution donnelly dynamic each efros emmanuel engine entropy equation erosheva exponential families field filtering finally first fourth freeman generalized genetics genotype genovese girolami grade gradient graphical griffiths image inference information integrating intelligence iterating iteratively january jordan journal june kaban lafferty latent learning likelihood machine markov marlin master maximization maximize maximizing maximum mccallum mean mellon membership method mixtures model modelling models multilocus networks neural newton nips object optimization optimizations pages parameter parameters perspective population press principle pritchard proceedings processing profiles progress recipient references report research respect role rosen royal rusell russell second series signal simplicial since sivic smith social society solution spiegelhalter statistical statistics stephens steyvers structure such survey syntax systems technical tenenbaum term that there these thesis third this topic topics toronto turbo uncertainty university user using variational vibes wainwright wang wasserman where which winn with xing yields zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0762.pdf	167	Sequence and Tree Kernels with Statistical Feature Mining	alignment annual cancedda categorization classification classifiers coling collins computational computer conference convolution cristianini cruz data database department discovery discrete duffy dynamic ecml efficiently engineering european features forest frequent gaussier goutte growth haussler holloway icde icml information international itemset joachims journal kashima kernel kernels knowledge koyanagi language lattices learning linguistics lodhi london machine machines maeda many metric mining morishita mortazavi natural neural nips pages pattern patterns pinto pods prefix prefixspan proc processing projected pruning question references relevant renders report research roth royal santa sasaki saunders science semi sequence sequential sese shawe sigact sigart sigmod statistical string structured structures support suzuki symp systems taylor technical text traversing trees university using vector watkins with word zaki
http://books.nips.cc/papers/files/nips18/NIPS2005_0285.pdf	141	Generalization to Unseen Cases	ability above academy acknowledgments after algorithms always applications applying associated author authors average back between bining binomial biometrika blake blanchard bound bounded broken california carried case cases checked claim classification combined community complex computation computational computer computing concentration condition conditional conf connection conservation considering contradiction convergence ctors databases definition denotes depending dept discussions distinct distinctions distribution domain draws duda easily edition equal equals equivalent error essential estimation estimators european event exclusive expectation fact factor factors fall finland first following follows formula free frequencies from further generalization getting gilles given gives giving good greater hand hart histogram hoeffd holds implies increasing industrial inequalities inequality information integer into items ives journal lack large last latter learning least lemma less lunch machine makes many mass maxima maximal maximally maximized maxkn mcallester member merz minimal minos minp missing more most multiplying mutually network neural note nuffic obtaining occurring online only operator ortiz over parameter parameters part pascal pattern performance plugging population possible postponed power prima priori prob probability probable proc product programme proof proofs proposition propositions publication puts rate recall reduced references reflects repeated repetitions replacement replacing repository required research result right rule sample sampling satisfying schaffer schapire science seen show showing side since size sketch smaller soft species state stork subset such supervised supported systems take taken tedious terms testing than thank that theorems theory there these this three thus trivial turing ubsets under uniform uninteresting union univ upper used useful valued values variables views visiting weight when where while wiley with wolpert work world
http://books.nips.cc/papers/files/nips18/NIPS2005_0332.pdf	95	A Criterion for the Convergence of Learning with Spike Timing Dependent Plasticity	abbott activity aharonov analogue asymmetric axon beast between bienenstock cellular competitive computation correlations cortical debanne dependent differential efficacy fields fregnac gerstner gutig hebbian hemmen input intrinsic journal kempter learning linear markram miller nature nelson neocortical neural neurons neurosci neuroscience output phys physiology plasticity pnas pyramidal rates receptive redistribution references regulation responses rotter same shulz signaling sompolinsky song spike spikebased spiking stabilization synaptic taming temporally thorpe through timing tsodyks visual wang
http://books.nips.cc/papers/files/nips18/NIPS2005_0759.pdf	73	Using "epitomes" to model genetic diversity: Rational design of HIV vaccine cocktails	aaai acids adaptation advances alamos algorithm analysis appearance audio auditory autoclass available bachmann bachor basu bayesian biological biology biophysics brander cambridge cheeseman cheung christiansen classification classifying computer conference cvpr data database discovery durbin emmerich epitome epitomic evidence fayyad felsenstein frey graphical haynes hinton http icassp iccv immune immunogenetics immunology incremental inference international james john jojic jordan justifies kannan kapoor knowledge korber koup kuiken laboratory learning level ligands mallal mining modeling models molecular moore motifs national neal nice ninth notes nucleic other package peptide phenomena phylip phylogeny piatesky population press probabilistic proceedings proteins rammensee references representation responses restricted results robots science sequence shape shapiro smyth sparse stevanovic stutz syfpeithi that theoretical theory university uthurusamy variants version video videos view vision walker watkins witt
http://books.nips.cc/papers/files/nips18/NIPS2005_0107.pdf	142	TD(0) Leads to Better Policies than Approximate Value Iteration	advances aggregation algorithms amherst analysis annals applications approach approximate approximation assignment asynchronous athena automatic automatica available average based belmont bertsekas blackwell bound bounds cambridge carnegie coarse coding computation conference control convergence cost counterexample credit dayan decision delayed difference differences discounted discrete distributions dynamic examples existence farias feature fixed francisco from function functions generalization gordon icml ieee information international iteration iterative jaakkola jordan journal large learning linear loss machine massachusetts mathematical mathematics mellon methods neural neuro operations optimalvalue optimization performance points predict press proceedings processing programming psfiles references reinforcement report research review reward rewards scale scientific singh sparse stable stanford state statistics stochastic successful sutton systems technical temporal temporaldifference theory thesis trajectory transactions tsitsiklis twelfth under university upper using value versus virtues watkins with workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0770.pdf	205	Cyclic Equilibria in Markov Games	academy agent algorithm america applications approaches bellman brafman conference convergence correlated course decision discrete dynamic economies eighteenth european fifteenth fifth framework friend game games general generalized greenwald hall international interscience journal kaufman kaufmann kephart learning littman machine markov model morgan multi multiagent national near optimal osborne polynomial press pricing princeton proceedings processes programming puterman qlearning quantitative reasoning references reinforcement research rubinstein sciences shapley states stochastic symbolic szepesvari tennenholtz tesauro theoretical theory thirteenth time twentieth uncertainty united university using wellman wiley with
http://books.nips.cc/papers/files/nips18/NIPS2005_0596.pdf	189	Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care	alarmable alspach anaesthesia analysis approximations artifact automated automatic baby bayesian beatty berkeley blackwellised carlo chapman chatfield comparison computation computer continuous control deng detection doucet dynamic edinburgh edition editors engineering estimation filtering filters forecasting freitas gaussian ghahramani gordon hall harrison hinton hoare identification ieee informatics introduction kalman keeping language learning level london master medical mixed models monitoring monte murphy neonatal networks neural nonlinear particle patient physics practice recognition record references report russell school second sequential series sorenson space speech spengler springer springerverlag state switching system technical techniques thesis time transactions trendfinder trends tsien university using variational verlag west
http://books.nips.cc/papers/files/nips18/NIPS2005_0535.pdf	106	Noise and the two-thirds power law	accurately acta action affine along anticipation applications approaches aspects baud berthoz between biological bovoy brain cenzato cognitive comparing competence complex conditions constant control converging cortical coupling curvature dalbera dependent desperati determines developmental differential dimensional direct drawing drawings dynamics effects evidence exist experimental figural flash further generation geometric geometry georgopoulos gribble hall handwriting handzel harris human hypothesis implicit interactions isochrony isometric jerk jordan journal kandel kerlirzin kinematic kinematics kinesthetic lacquaniti laws letters limb locomotor look lurito manuscript maoz massey maximization mechanics methods minimum modeling motion motor movement movements muscle nature neurophysiology neuroscience noise oprea origins orliaguet ostry path pellizzer perceiving perception perceptual performance planar planning pollick power predefined predicts prentice profiles psychologica psychology psychophysics pursuit really redolfi references related relating relation relationship representation research rhythmic richardson role sapiro schaal schneider schwartz science segmentation segmented signal smooth smoothness speed sternad stimuli stucchi studies study terzuolo thirds three threedimensional todorov tracking trajectory uniform units unpublished velocity vieilledent violations vision viviani with wolpert
http://books.nips.cc/papers/files/nips18/NIPS2005_0261.pdf	166	Temporal Abstraction in Temporal-difference Networks	able about abstraction acknowledge acknowledgments across advances algorithm annual appear approximation arise artificial auai authors automata barto based becker between bootstrapping break brian brodley cambridge combination combined compositional computation computer concern conference considered contribution conventional convergence could danyluk dasgupta dietterich difference discrete diversity does doina dynamical effectively eighteenth eighth eligibility encouragement environments exercise experiments extended extending facts finite foundations framework francisco from function further general generalization ghahramani gratefully greater group have here history ideas ieee immediately importance improve incorporate incorporates incorporating inference information intelligence inter international intra introduction jaeger james joint kaufmann known learn learning little littman machine mark mdps members method methods modeling models modifications more morgan networks neural nineteenth observable only operator option options other over paper perhaps persisting policy potentially power powerful precup predictions predictive press primary problems proceedings processing produce promising proposed questions rafols received references reinforcement represent representable representational representations require ring rivest rlai rudary sampling satinder schapire science semi series show showing significant singh small society solution some sound span state stochastic strategy study sutton symposium systems tanner temporal than that their theory these they this three time traces twentieth twenty uncertainty using very with within work world worthy
http://books.nips.cc/papers/files/nips18/NIPS2005_0539.pdf	14	Non-Local Manifold Parzen Windows	advances analysis becker bengio bottou cambridge canada component curse decoste delalleau departement dimensionality editors goldberger hinton information informatique invariant kernel larochelle learning local locale machine machines manifold modeles monperrus montreal neighbourhood neural noyaux obermayer operationnelle parzen press processing recherche references report roux roweis salakhutdinov saul scholkopf structure support systems tangent technical thesis thrun training universite vector vincent weiss windows
http://books.nips.cc/papers/files/nips18/NIPS2005_0691.pdf	1	Policy-Gradient Methods for Planning	aaai aberdeen ability acknowledgements agent agents algorithm also application approach artificial australia australian automated backing bartlett barto baxter bradtke buffet centre characterise comments concurrency concurrent conference continuous cooperate daniel decision defence demonstrated domains douglas dynamic estimation excellence experiments factored funded further generation good government gradient great hakan harada have helpful horizon icaps icml infinite intelligence international invariance jair jonathan june kaelbling kaufmann larger learning little local many mausam meuleau military minima moneteray morgan multi national network nicta nigel olivier operations organisation pages parameterised peshkin planner planning policies policy possible potential probabilistic proc produce program programming project prottle real realistic realworld references refine reid report reward routing russell scheduling science search shaping simmons singh stochastic sylvie technical technology temporal thank theoretic theory thiebaux this time transformations under using validate volume weaver weld will wish with work younes zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0548.pdf	180	Gaussian Process Dynamical Models	ahead alche algorithm algorithms animated application avatars based bayesian black brand candela chai computer conference control data department derivative dimensional direct dynamic dynamical eccv european figures fleet forecasting gaussian ghahramani girard glasgow graphics grochow hertzmann high hodgins human identification inference information inputs interactive inverse july kernels kinematics kuss latent lawrence learning leith leithead linear maccormick machines mackay martin modeling models motion multiple murray neal networks neural nips nonlinear observations pavlovic pearlmutter pollard popovic prediction prior priors proc process processes ralaivola rasmussen references rehg reinforcement reitsma report roweis science series sidenbladh siggraph smith solak springer step stochastic structure style switching systems technical theory time tracking trans transformations uncertain university using variable verlag visualisation volume with
http://books.nips.cc/papers/files/nips18/NIPS2005_0731.pdf	17	From Weighted Classification to Policy Search	advances algorithm annual approximate bagnell barto beygelzimer bias class classification classifiers codes conference correcting cost data decision dietterich discovery discrete dynamic editors error fern figure function givan handbook html http hunch information international iteration iterative john kakade kearns knowledge lagoudakis langford language large learning leveraging machine mansour markov method mining modern multi neural objective output pages parr path performance planning policy pomdps powell press proceedings processes processing programming projects puterman reducing reductions references reinforcement relating relationship reusable schneider search second sensitive sigkdd sons step stochastic supervised systems taken tenth theory trajectories twentieth twenty volume wiley with wunsch yoon zadrozny
http://books.nips.cc/papers/files/nips18/NIPS2005_0220.pdf	43	Two view learning: SVM-2K, Theory and Practice	advances analysis appear application bach bags bartlett bounds bray cambridge canonical categorization class classification complexities component computation computer conference correlation cristianini cross csurka dance david eccv english european feature fergus francis gaussian hardoon hilbert ieee independent information intelligent invariant japanese john jordan journal kcca kernel keypoints language learning least machine mendelson methods michael mika muller neural noising object overview partial pattern perona prague press proceedings processing rademacher ratsch recognition references regression reports reproducing research results retrieval risk rosipal sandor scale scholkopf scholz shawe smola space spaces squares structural systems szedmak taylor trejo university unsupervised using vision visual with xerox xrce yaoyong zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0598.pdf	163	Sensory Adaptation within a Bayesian Framework for Perception	about adaptation adaptive adelson advances after balboa barlow bayesian berry bialek bottou bowd brenner cambridge ception changes chapter clifford coding cognitive computation constraining contrast cyclopean deneve differential direction during editors effects efficiency enhance evidence feedback first framework from functional gordon grzywacz hierarchical human illusions image increased inference information integration january july june knill kording kristjansson lawrence learning leon light local march maximizes mechanism meister model modulaton motion moving nature networks neural neuron neurons neuroscience nips optimal order orientation pages parallels patterson perceived percept perception perceptual phinney press processing references representation rescaling research retinal richards role ruyter saul scale schrater sciences second seen selective sensitivity sensorimotor sensory shapley shifts simoncelli smirnakis smith spatial speed spiking stereoscopic steveninck stimuli stocker subsequently synaptic systems temporal theory thompson tranchina transmission trends university velocity vision visual wainwright warland weiss wenderoth wolpert yair
http://books.nips.cc/papers/files/nips18/NIPS2005_0830.pdf	150	Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation	ability acceleration acknowledgements adaptation adaptive additive advances algorithm algorithmic almeida also amaral amari annual applied approximation artificial australia australian back backing backpropagation bartlett baxter beats becker bishop braun cambridge chapter code combining comments community comput computation computationally computer computing conf conjugate consistently controllers converge convergence council curvature derivatives descent dietterich differentiation direct direction edinburgh editor editors efficiently estimation eurasip european evaluating exact excellence expensive experiments exponentiated fast faster find florida frey frontiers funded gain ghahramani good government gradient gradients graepel griewank helpful hessian horizon ieee increased indebted infinite information initiative institute intelligence intl jacobs john journal kakade kivinen langlois learning least lecture line linear local london mathematics matrix method methods multiplication national natural network networks neural newton notes optimization order outperforms pages parameter part pascal pearlmutter philadelphia plakhov policy prediction press principles problems proc proceedings processing products program propagation properties publications rapidly rate rates references research riedmiller rprop saad scaling schraudolph science scotland second several siam silva small springer squares statistics stochastic supersab supported sutton symposium systems techniques that theory this through tollenaere trivial turn under university unstable updates vector verlag versus very volume warmuth weaver wellekens west which with work works workshop yale york
http://books.nips.cc/papers/files/nips18/NIPS2005_0819.pdf	181	Group and Topic Discovery from Relations and Their Attributes	aaai adam agglomerative aleks american analysis analyzing andres andrew artificial association beeferman berger bhattacharya blockstructures blocs buntine charles classes clustering clusters conf conference corrada countries csail data deduplication detection discovering discovery doug emanuel engine estimation example getoor griffiths group http indrajit intelligence interesting international jakulin jeff jeremy joint joshua journal kemp knowledge krzysztof kubica latent link linkkdd links lise list mccallum memo mining moore national networks nowicki omit order other politics prediction query ranked references relational relatively report represented role russia schneider search senate show sigkdd similarities snijders social some statistical stochastic table technical tenenbaum thomas topic using wang wiki wikipedia workshop wray xuerui yang yiming
http://books.nips.cc/papers/files/nips18/NIPS2005_0221.pdf	156	Learning Shared Latent Structure for Image Synthesis and Robotic Imitation	acknowledgements actions advances aics aistats alignment analysis animals anonymous approaches artifacts award baker based bases becker billard blue brain cambridge canonical capture career center circles comments computational computing correctly correlation correspondence curve data dautenhahn design development developmental diamonds dimensional dimensionality each editors elements embedding evaluation evolution example examples fast figure fitting framework from fyfe gaussian geometric global grant grayscale grimes grochow hagan herbrich hertzmann high human humanoid ijspeert imitation imitative infers infinite informative inset inverse jordan journal kernel kinematics langford latent lawrence learning linear local locally london machine manifolds martin meltzoff methods mind model modelbased models motion motor mozer nehaniv networks neural nips nonlinear obermayer optimal other pages panels petsche phil plot point points popovic pose poses precision press prinz probabilistic problem proc process processes qualitatively rasmussen recovered reduction references regression reviewers robot robotic roweis royal rpnr saul schaal scholkopf science seeger semisupervised series shared shon show shows siggraph silva similar simulated skeleton society sparse statistical structure style supported tenenbaum testing thank their theory thesis this thrun toronto training trans university vector verbeek visualization vlassis walking williams with work
http://books.nips.cc/papers/files/nips18/NIPS2005_0513.pdf	125	A Bayesian Spatial Scan Statistic	above across activity additionally adjust advances aerosol alarm also alternative anthrax applications approach approaches approximations area argue assessment attempts balakrishnan baseline baselines basis bayes bayesian beat because believe below best biometrics birkhauser boca both brain calculations calibration cannot centers chapman chichester classifiers clayton closed cluster clustering clusters cognitive combination combine combines common communications computational computationally conclusion conf cooper corresponding counter currently daily daniel data days denison department detect detecting detection detector detectors differ different differs discovering discovery disease distinguish distribution domain drug each easier easy emergency emerging empirical estimates evidence examining exceeds exception exists expensive extend fact fast first fmri form found framework frequentist from future gangnon give given glaz goal grid hall hand have health high higher hogan human hutchinson hypothesis important improve incorrect indication infer inference inferring information interpretability intl into joint kaldor knowledge kulldorff laboratory lawson likelihood literature little location look lower many mapping mcmc medicine method methods mining mitchell model modeling modelling models mollie moore multi multidimensional multiple nagarwalla nationwide necessarily neill neural notable note noted null order original other outbreak outbreaks over parameters pereira pittsburgh posterior potential power powerful prior probability proc process processing public rapid rather ratio ratios raton records references region regions relative release replicas report research resolution risk risks rods running sabhnani sales scan scanning scores searching second sensitivity setting sigkdd significance significant simple simultaneously single solution some sound space spatial specificity speed standardized states statistic statistical statistics stores subjects sufficiently systems tasks technical technically techniques than that their then theory these third this though threshold thus time tractability tractable training typically under university used useful value values very wagner wallstrom wang well when whenever which while wiley will with within work working
http://books.nips.cc/papers/files/nips18/NIPS2005_0313.pdf	48	Statistical Convergence of Kernel CCA	adjoint akaho american analysis aronsza artificial assume attained bach baker behaviour biologische bischof bounded bousquet canonical compact component conf consistency constant constrained convergence converges correlation corresponding covariance cross curves data dense dimensional dimensionality dunford eigenspace eigenvalue eigenvector extraction feature from fukumizu generalized gretton have herbrich hilbert hold icann imps independent institut institute intern interscience joint jordan kernel kernels kybernetik largest learning lemma lemmas leurgans linear list lkopf logothetis machine mathematical mathematics maximum maxplanck measures measuring meeting melzer memorandum method moyeed networks neural nonlinear norm norms operator operators part pendence planck positive proc proofs psychometric reduction references reiter report reproducing research royal schmidt schwartz section self series silverman smola society some space spaces spanned spectrum statistical subspace such supervised supn suppose tech that then theory trans unit used using when with
http://books.nips.cc/papers/files/nips18/NIPS2005_0633.pdf	173	Generalization error bounds for classifiers trained with interdependent data	acknowledgments advanced agarwal algorithm algorithms allows also analysis area authors available bartlett based bayesian between binary bipartite boosting boucheron bounded bounds bousquet cambridge case classification classifiers clemencon close combinatorics combining community comparable complexities concentration conference connex cortes could cristianini curve data dependent deviations differences editors efficient empirical error european excellence first framework freund gaussian general generalization gives graepel have herbrich http inequalities insight interdependent iyer janson journal kernel large latter learning lectures long lugosi luxburg machine margin mcdiarmid meets meir mendelson method methods middle miniminzation minimiza mixture mohri moreover necessary network nips niyogi only optimization other paper part partly pascal pattern peled preferences programme properties prove provided publication rademacher random ranking rate references reflects relationship research results risk roth rtsch rudin schapire scoring shawe shown singer springer stability structural structures study sums supported surveys task tasks taylor their theory this tion tools trained under using usunier variables vayatis version views with work yield zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0203.pdf	34	Generalized Nonnegative Matrix Approximations with Bregman Divergences	adaboost algorithms amari analysis annual applications approximation approximations april austin banerjee based bregman bressan buena cambridge censor cichocki clustering coding collins colt components computation computer conf conference convex csiszar cvpr dasgupta data development dhillon distances divergences environmetrics error estimates exponential expression factor factorization family feng florida gene generalization generalized ghosh guan guillamet hoyer icml ieee international jaakola june lake learning local logistic march mathematics matrix merugu minimum mining model nature negative networks neural nips nonnegative numerical objects october optimal optimization oxford paatero pages parallel parts positive press princeton principal proc proceedings processing rank references regression report representation representations residue rockafellar schapire sciences scientific seung shum siam signal singer sparse squared srebro tapper technical texas theory thesis thirteenth topics tropp univ university utilization values vista visual vitria weighted with workshop zdunek zenios zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0243.pdf	39	Correcting sample selection bias in maximum entropy density estimation	africa analysis annual application approach area artificial australian barbara bianca bias biodiversity biogeography biology burgman bution characteristic charles classifiers comparative comparing conference conservation cost costs curve data davalos density distributed distribution distributions distrii donald ecological ecology econometrica edition editors elith elkan entropy environment error errors estimation evaluating example ferson first foundations from geographical graham group groves guarantees guisan habitat hanley heckman ieee implications informatics integration intelligence international james jane john joint journal langford learning little machine mammals manis mark maxii maximum mcneil meaning methodologies methods mining miroslav missing modeling modelling models naoki nceas network only operating pages performance phillips plants predictive preparation presence priorities proceedings proportionate quantitative radiology receiver reddy references regularized robert roderick rubin sample sampling schapire scott second selection sensitive seventeenth species specification springer statistical stein steven survey theory third twenty under verlag weighting wieczorek wiley with working world zadrozny zimmerman
http://books.nips.cc/papers/files/nips18/NIPS2005_0666.pdf	187	Active Bidirectional Coupling in a Cochlear Chip	acad acoust active adaptive addison advances amplifier analog analysis andreou annual approach auditory bank base basilar biology boahen california cell channel chinchilla circuit circuits cmos cochlea cochlear conference contrast control coupling current devices directional domain electronic embc engineering feed filter filtering forces forward fragni frey from gain geisler guinea hair hearing ieee information institute international iscas isscc kaufmann linear lippmann location lyon mammalian mateo mead mechanics medicine membrane mode model moody morgan narayan natl neural nilsen nips nonlinear outer oxford papers pasadena physiology press proc proceedings processing reading reciprocal recognition recreates references regular representation research responses retina rich robles ruggero russell sang sarpeshkar sensitive signal silicon single society solid sound spatial speech state symposium synapse synapses syst systems technology that thesis tone tones trans transactions transconductance university using vlsi watts wesley with zaghloul
http://books.nips.cc/papers/files/nips18/NIPS2005_0590.pdf	177	Multiple Instance Boosting for Object Detection	advances algorithm algorithms andrews approach april artif auer automatic axis bags bartlett baxter boosting burl class colt computer conference confidence convolutional cvpr descent detection diagnosing dietterich diseases disjunctive editors face fergus framework francisco frank frean function gesture gradient grayvalue hand heckerman hofmann ieee image improved inference information instance instances integrated intell invariants jones kaufmann keeler labeled lathrop learning lecture leen leow leung local localization logistic lozano maron mason mohr morgan multiple network neural nips notes nowlan numerals object october ortner pages pami parallel perez perona platt predictions press printed problem proc proceedings processing programming publishers rated real recognition rectangles references regression retrieval robust rumelhart saul scaleinvariant schapire schmid scholkopf science segmentation shape singer solving space statistics systems tesauro thrun time touretzky tracker tractable trans unsupervised using viola vision volume with workshop zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0427.pdf	27	Learning from Data of Variable Quality	again agnostic allows annual approximation between blum bounds class classification combining computational conference crammer curve data efficient eleventh errors express extended forthcoming from functions haussler increasing introduction just kearns labeled learning loss machine mechanics mitchell number optimal pages piles press proceedings references result rigorous sample schapire sellie seung seventh size statistical suspect that theory tishby towards trade training unlabeled vapnik vazirani weighted wider wiley with wortman
http://books.nips.cc/papers/files/nips18/NIPS2005_0076.pdf	121	An Analog Visual Pre-Processing Processor E m p l o y i n g C y c l i c L i n e A c c e s s in Only-Nearest-Neighbor-Interconnects Architecture	abstracts algorithm analog array based chip circuits cmos compatible conf conference convolution cortex cummings detection devices dynamic edge electron employing esscirc etiene european featuring fields filtering flash focal functional gate gealow hardware hubel ieee image implementing interconnects international journal kalayjian kernel level line logic matched materials mcilrath memory mimd mita multiscale nakashita nearest neighbor networks neural neuralassociative neurons ogawa ohmi only operations papers parallel physiology pitch pixel plane proc processing processor programmable receptive recognition references representation sate scanning shibata single sodini solid ssdm state striate systems taguchi tech threshold trans transistor using variable veto weighted wiesel with yagi
http://books.nips.cc/papers/files/nips18/NIPS2005_0097.pdf	145	Logic and MRF Circuitry for Labeling Occluding and Thinline Visual Contours	aaai advances algorithm aligning alternative ambiguous amodal application approach arbitrary assignment assignments based basis belief best bias borrows both boundaries boxes brings clamp clamping classic closed completions complexity computational configuration configurations connectors consideration containing context contour contours converge convex correctly corresponding cowans cviu cvpr define delivers demonstrates depth different distribution drawing drawings dynamics encounter encountered energies energy entire equivalent evidence exist experiments explicit exploration failure fall features feedback field figural figure figures finding fixed forming freeman from geiger graphs ground have heitger heterogeneous heydt however human iccv ieee illusory incorporating induce information initial interfaces interpret interpretation interpretations interpreted interpreting investigation invites iterations junction junctions kanizsa kumaran leading leen less line links lkpf logic loopy lower major markov meyer minimum modal model models more most muller multiple neural nodes note objects occluding once opaque operating optimality organization others outline over papers parida participating paths perception perceptual performing persist petry points practical praeger predicts preference preferred press pressures probable proc process processing product propagation provide qualitatively quite random rare references regions relations remain removed ridge saul saund scene scenes second seeks segregation separation shown similar situations solla solution solutions some sorting sparse springer stable starting states such suggests suitable surface surfaces symposium systems szummer takes techniques temporal termination than that theory these thinline this thrun toward trans under uniform user using verlag vision visual wang weiss which while williams yanover york
http://books.nips.cc/papers/files/nips18/NIPS2005_0410.pdf	160	Phase Synchrony Rate for the Recognition of Motor Imagery in Brain-Computer Interface	activity advances among analysis annu areas assemblies associated bcis between biomed blankertz boosting brain braincomputer brainweb breakspear brunner celka cell china circular class classifications classifying combination combining comparison competition comput computer conference correlation cortical curio data desynchronization different dissolution distance dornhege during dynmaic efficient electrode embs engel epps examples feature features filtering first formation functional gerking graimann gray gysels hand hilbert holmes hong huggins human hypothesis ieee imagery imagined improving integration interface international invasive konig lachaux laplacian large lett levine link long mapping martinerie meeting mental method methods motor movement muller multi nature network neural neuroimaging neuronal neurosci neuroscience nichols nips nonparametric novel optimal paradigms perception permutation pfurtscheller phase preparation primer proc proposed putten quyen ramoser rates recognition recordings references rehab relationships reveals review reviews rodriguez roelfsema scale second separability september shadow shanghai signals singer single small song spatial stam subdural submitted synchronization synchrony syst systems tasks technology technonolgy temporal tests time topographic training trans transform trial varela vaughan visual visuomotor wang wavelet williams with wolpaw zero zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0709.pdf	101	Efficient Unsupervised Learning for Localization and Detection in Object Categories	agarwal algorithm algorithms approach auer austria bags based bayesian boosted boosting brady bray cambridge cascade categories categorization category class combined comp comparison copenhagen crandall csurka cvpr dance denmark description detection discriminative distinctive dorko eccv editor efficient examples exhaustive features felzenszwalb fergus frey from fussenegger generative generic graphical graz hertz hillel hinton huttenlocher iccv ieee ijcv image implicit incremental inference invariant jojic jones jordan june justifies kadir keypoints learning leibe leonardis local lowe model models neal object october opelt other pages pami part perona pinz press priors probabilistic proc rapid recognition references relational report representation roth saliency scale scaleinvariant schiele schmid segmentation shape simple sparse spatial stat statistical submitted technical tested that training trans unsupervised using variants view viola vision visual volume washington weber weinshall welling with workshop zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0585.pdf	41	Hierarchical Linear/Constant Time SLAM Using Particle Filters for Dense Maps	aaai algorithm analysis applications automation autonomous based beacons burgard carlo cheeseman computational conference converges cyclic dearden dellaert denseslam diagnosis dieter dirk durrant efficient eliazar environments estimating estimation explorer fastslam filtering fine frank freitas from generating geometric guivant gutmann hahnel hidden hierarchical hugh hutter hybrid hymms icra ieee ijcai improved incremental intelligence intelligent international issue jans john journal june kaufmann koller konolige large laser learning leonard localization machine mapping maps markov mars matenar measurements menendez metric mobile model monte montemerlo morales morgan mutch naftali nebot nieto novel online pages parr particle poole position probabilistic proc proceedings provably range references relationships representation research robot robotics robots scale sebastian self sequential shai simultaneous singer slam smith sonar spatial special springer state symposium systems teams that thrun tishby tracking transactions uncertain using vehicles verlag waiter wegbreit whyte with wolfram yoram
http://books.nips.cc/papers/files/nips18/NIPS2005_0684.pdf	146	Learning Depth from Single Monocular Images	academic accurately active ahuja algorithms analysis approach avoidance based blthoff camera carreira chellappa computer conditional conf correspondence cues cvpr david davies dense dependencies depth diego directional discriminative distance down edition energy evaluation features fields focus forest forsyth frame freeman from gini graphical ground hall hebert high icml ieee ikehara image images indoor influences information integrating intelligence jean journal kumar kurematsu labeling lafferty laws learning letters looking loomis machine marchi markov mccallum michels miguel model modeling models modern monocular more multiresolution multiscale murphy nagai naruse natural nature navigation neuroscience news nips objects obstacle pattern perceiving perception pereira performance perpinan ponce practicalities prentice press pris proc process processing random reconstruction references reinforcement relating richard robot saxena scenes scharstein shao signal simchony single sinha spatial speed stereo stereoscopic surface szeliski taxonomy texture theory torralba trans trees using vergence views vision volume willsky with xuming zemel
http://books.nips.cc/papers/files/nips18/NIPS2005_0664.pdf	117	Gaussian Processes for Multiuser Detection in CDMA receivers	aazhang accepted access adaptive advances antonio areas beyond boloix caamano cambridge carl cdma channels chen christopher codedivision communications conf cybernetics david december demodulation detection editors edward fernandez from fuentes gaussian hanzo hasselmo high ieee information javier journal juan linear machine michael mitra mozer multipath multiple multiuser murillo network networks neural nips order orsak paris poor prediction press proc processes processing publication rafael ramos rasmussen receiver references regression samingan selected signals statistics support systems techniques tortosa touretzky trans transactions university vector verdu volume williams with
http://books.nips.cc/papers/files/nips18/NIPS2005_0589.pdf	176	Consistency of one-class SVM and related algorithms	alamos algorithm algorithms amer analysis annals annual appear applications approximation arsenin assoc asymptotic bartlett based behavior berkeley boser bounds bousquet class classification classifiers complexities complexity comput computational computer concentration conditional consistency consistent constructive contour convergence convex convexity density devore dimensional dimensions discrimination distribution estimating estimation fast function gaussian grundlehren guyon hartigan high inequalities jordan june kernels koltchinskii laboratory learn learning lecture level likelihood local localized lorentz mach machines mammen manuscript margin massart mathematischen maximum mcauliffe mendelson method methods minimization national neural nonparametric notes optimal pages penalized platt posed press probabilities probability problems proceedings rademacher rates references related report results risk scholkopf science scovel september sets shawe silverman smola smooth solutions some sparseness springer stat statist statistical statistics steinwart submitted support taylor technical tewari theory tikhonov toulouse training tsybakov universally using vapnik vector verlag vert volume washington williamson winston wissenschaften workshop zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0169.pdf	169	Temporally changing synaptic plasticity	action adult associative axonal backpropagation biol biophysical coactivation coincidence comp conference controlled cooperative cortex coupling cybern dendrites dendritic dependent depends depression dichotomy efficacy epsps froemke frotscher gerkin golding gottingen hausser hebbian hippocampal holthoff induced influence initiation integration isotropic johnston kath konnerth kovalchuk larkum layer learning local location lond long lubke magee markram mechanism mechanisms model modification morphology mouse nature nauen neural neuron neurons neurophsiol neurophysiol neurosci order page physiol plasticity porr postsynaptic potential potentials potentiation predicted proc propagation pyramidal references regulation roth rules sakmann saudargiene science sequence shape shock signal signals single spike spikes spruston spurston staff stdp synaptic synaptically term timing timingdependent underlying vetter visual wang with worgotter yuste zone
http://books.nips.cc/papers/files/nips18/NIPS2005_0505.pdf	152	A Bayesian Framework for Tilt Perception and Confidence	account acuity adaptation adelson after aftereffects algebraic amblyopic american anal angelucci angle annual applications association averaging bajaj based basri bayesian beck bednar between binding biol biological blakemore boltzmann brandt brown bulthoff burian cambridge carpentar cecchi chandrajit chen circle clifford closed coarse cognitive common completion compulsory computation computer constraining contextual continuity contour contours contrast cortex cortical crowded crowding cues curve cybernetics david decision depth detection detectors determines difficulty discrimination disparity distinguishing distributed distribution dobbins eccv ecological edge editor editors effect effects elastica elder energies evidence experimental eyes feature felisberti field fields filling flanker from functional gallogly gaps geisler generation geometry georgeson gestalt gibson gilbert global goldberg graphics grouping hayes hess hinton human ieee illusion illusions image images inference influences info inhibition integration intell interactions interpolation iverson ivry jacobs journal kapadia kersten knill kording lateral laws learning lehky leung line lines local lund mach machines magnasco mahumad majaj malik mamassian mareschal masking miikkulainen model modulation morgan motion multiple mumford natural nature neural neurophysiology neuroscience normal object occurence ophthalmology optimal ordinary organization organizing orientation pages palomares parkes pelli perception percepts perceptual performance perry pnas predicts press primary proc processing psychology psychophysics real references region relationship reliability representation research review rosenfeld rules saliency salient scale scenes sceniak science sciences segmentation segregation sejnowski self sensorimotor separation shape shapley sharon sigman signals simoncelli solomon some spatial speed spehar spiking springer statistics stereo stereoacuity stocker stuart study subjective super system systems tangent their theory thornber tilt tilted toward trends tyler ullman unified university unlike verlag vision visual weiss wenderoth westheimer what whitman williams wolpert yuille zucker
http://books.nips.cc/papers/files/nips18/NIPS2005_0654.pdf	172	Predicting EMG Data from M1 Neurons with Variational Bayesian Least Squares	academic academy action actions activation activity additive advanced advances algorithm algorithms american analaysis analysis andersen applied approach association atkeson authentic automated backfitting backward bartlett bayesian beal brain british carlin changes chapman chemometric chronic cognitive comp computer conference contents control corneil cortex cortical data deco deling dels dempster dept derksen devices dimensional dimensionality ding direct direction directional dorov drap editor editors elimination ensemble erger exploratory field force forward frank frequency friedman from gani gaussian gelman generalized ghahramani graphical greger hall hastie haynes hoffman honor human humans incomplete information interface international invisible isometric iterative jective jordan journal kakei kalaska kamitani kearns keselman laird lasso latent learning least likeliho limb linear machine massey mathematical mathematik maximum mcfarland mean metho methods models monkeys monographs motor movement movements musallam muscle national nature neal networks neural neurophysiology neuroprosthetic neuroscience nicolelis noise noninvasive nonlinear numb obtaining onent optimal optimizing oral orientation otic papers partial pattern perspectives practice predicting premotor press primary principal probability proceedings processing prosthetics psychology real recordings reduction rees references regression relevance representations represented research royal rubin saad schaal scherb schwartz science sciences selection sergio series shrinkage signal signals smith society soft solla some souza squares statistical statistics stepwise stern stimuli strassen strick subset systems task taylor technometrics temp theory thesis thoughts tibshirani tillery time tong toronto university using variables variational vector ventral versus view vijayakumar visual voluntary wessb wiley wold wolpaw
http://books.nips.cc/papers/files/nips18/NIPS2005_0142.pdf	100	Asymptotics of Gaussian Regularized Least-Squares	advances again american applied approaches approximations aronszajn artificial asymptotic asymptotics behaviors cbms computation computational computer conference csail data davis duraiswami efficient everything evgeniou fast fresh gauss gaussian historical improved industrial information institute intelligence keerthi kernel kernels laboratory learning least leave lippert look machine machines massachusetts mathematical mathematics models networks neural observational order outcomputation poggio polynomial pontil practical preparation processing references regional regularization regularized report reproducing rifkin ross ryan science selection series society solution spline squares successive support systems technical technology theory thesis transactions transform using vector volume wahba with yang
http://books.nips.cc/papers/files/nips18/NIPS2005_0765.pdf	46	Fast Krylov Methods for N-Body Learning	advances algebra algorithm algorithms analysis applications applied approximate artificial automation backward based basis baxter bayesian beatson belkin bounds bousquet cambridge cherrie classification clustering company computation computational computer computing conference conjugate curve cuts data datasets davis demmel density department dimensionality duraiswami efficient eigenmaps embedding empirical error estimate estimation evaluation examples fast features fields figure fitting fraser freitas from functions gauss gaussian ghahramani gibbs gmres golub gradient graphs gray greengard gretton guided gumerov hamze harmonic hinton iccv ieee ifgt iintelligence image improved inexact information inner international invariant iteration iterative jordan journal kernel kernels klaas kondor krylov lafferty lang laplacian learning linear local lowe machine mahdaviani malik manifold manifolds mathematics method methods models moore mouat multiple neighbor neural nice niyogi normalized numerical object outer pages particle pattern physics preconditioned processes processing publishing radial ranking rapid recognition reduction references regression regularization report representation robotics robots rokhlin roll roussos roweis running saad sampled scale scholkopf science scientific seconds segmentation semi siam simoncini simulations smola sparse spectral statistical statistics stewart stochastic strain subspace subspaces supervised swiss swissroll systems szyld technical testing theory thesis time transform true university using vision visually weiss weston with withifgt yang zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0512.pdf	64	Inferring Motor Programs from Images of Handwritten Digits	adaptation alamitos amherst analysis applied artefacts bandwith based behaviour bengio best biological bottou british computer conference convergence convolutional cybernetics dave decoste digits document eden experts extension female formant gradient haffner halle hand handwriting hierarchical high hinton hollerbach holmes icassp icdar ieee increased information intelligence international invariant jacobs john journal jsru judd learning lecun machine machines mackay male massachusetts mayraz mindlike model murray networks neural november oscillation pages parallel patrice pattern philosophy platt practice proceedings products program quality rate rates recognition recognizing recogntion references report research schoelkopf science simard society speech steinkraus stevens support synthesis synthesizer technical theory through training transactions university using vector visual written
http://books.nips.cc/papers/files/nips18/NIPS2005_0742.pdf	92	Off-Road Obstacle Avoidance through End-to-End Learning	academic advances aerospace analysis angle applied artificial august automation autonomous available avoided axis ayache backhoe backprop based beneath bengio bergh between binford black bottom bottou buildings camera carnegie center compact conf conference connell construction correct cost cvpr dave dean deci detected detection detract document drive drives driving each easily editors efficient energy enhancement enhancements environment estimation evaluation exploration face faugeras february fences field figure forum four from generic goldberg gradient ground haffner harrison hebert herbert higly horizon html http huang icra ieee image index indicates indoor information intelligence intelligent international intersection invariance itself jochem johnson kanade kelly kennedy kluwer knowledge kriegman krotkov laser learning lecun left leon lighting litwin lunar machine made mahadevan maimone maintaining mapping maps march mars material matthies mechatronics mellon methods metric microrover miller mobile model muller narrow navigating navigation navlab netowrks network networks neural nips november object objects obstacles occasionally osadchy outdoor pages passageway patrick pattern performance planetary poles pomerleau pose positioning power press proc proceedings processing produced prototype publishing rangefinder recognition references representations research response right road robot robotics robots rover scanning scenario seems shafer showing sions snapshots software solid some springer steering stentz stereo successive such synergistic system systematically systems table textured these thorpe through thrun topological towards trade trailer training trans traversal tricks triendl uences various vehicle vehicles videos view vision volpe volume when whenever where while wilcox with workshop wrong yann yoshua
http://books.nips.cc/papers/files/nips18/NIPS2005_0165.pdf	67	Learning Cue-Invariant Visual Responses	abbott analysis area baker bell boundary bourne cell cells cerebral code coding coherence coherent compared complex component components computation contours contrast control correlates cortex cortical dayan defined edge emergence field fields filters fourier from gain generative hateren heeger higher hoyer hurri image images independent john journal karhunen karklin layer learning learns leventhal lewicki like locus london mammalian mareschal maximize model monkey motion natural nature network neural neurons neurophysiology neuroscience normalization olshausen order perception physiological press primary proceedings processing processsing properties receptive references research response responses rinen rosa royal scenes schaaf schmolesky schwartz science second sejnowski sensory sequences signal simoncelli simple society sons sparse spatial spatiotemporal statistics stimuli stream striate structure systems temporal theoretical topography tweedale video vision visual wang wiley with world zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0369.pdf	20	Active Learning For Identifying Function Threshold Boundaries	active advances aggregates american analysis anisotropies anisotropy approach arjunwadkar astronomical astrophyical astrophysical background bailey based basic bayesian bennett bulletin cambridge cohn computation concordance conference constraints cosmic cressie daphne data december edition editors estimation february first flannery from functions gaussian genovese ghahramani hamilton hasselm inference information integration international joint jordan journal kellogg koller large learning leen line mackay maps memory microwave miller mining model models moore mozer networks neural nichol nips noel nonparametric numerical objective observations october optimization pages pandey parameter parametric physical power preliminary press probe proceedings processes processing ramakrishnan recipes references refined results review scale schneider science selection seljak september series siam sight simon society spatial spectrum statistic statistical statistics stochastic structure supplement systems tadepalli tegmark tesauro teukolsky tong touretzky towards university vetterling volume wasserman wiley wilkinson with wmap year york zaldarriaga
http://books.nips.cc/papers/files/nips18/NIPS2005_0640.pdf	203	A Computational Model of Eye Movements during Object Class Detection	activities agarwal algorithms animal annual application applied arbitrary artifacts attention auer automatic bakir ballard bandwidth based bear bernhard between boosted boosting cars cascade category chapter class cockrill cognitive college color communications comparison components computer conference contingent contribute controlled cottrell covert cvpr decision deficient defining detection difference distinctive dynamics eccv efficient electronic elsevier encyclopedia everyday face faces features fergus fields fixations foveated franz freund from fussenegger gaze geisler generalization generic gokhan hayhoe human hypotheses iconic ijcv image imaging indexing interest invariant itti jones journal kanade keil keypoints kienzle koch land layer learning levin line london look lowe mark matthias mechanism method miner model modeling movements multi multiple nature neurobiology nips november object opelt overt page pages pami pashler paths perception perona perry pinz preattentive press privitera proceddings psychological psychophysics publishing rank rapid real recognition rees references regions representation research resolution reveal roth saccadic saliency samaras scale scaleinvariant scan schapire schneiderman scholkopf science sciences search seventeenth shifts simple simulation sparse spatio specifying sperling spie stark statistical steer swain system takarae targeting task teddy temporal that theoretic time tsotos university unsupervised using video viola vision visual volume ways weak weichselgartner what when where with wolf wolfe yamada york zelinsky zhang zisserman
http://books.nips.cc/papers/files/nips18/NIPS2005_0064.pdf	54	Query By Committee Made Real	acoustics active advanced algorithm analysis annual applications atlas bachrach based bayes benavente boser campbell classifiers cohn colt committee computational computer computing conference connectionist corner cristianini dasgupta data database discovery efficient face fast fifth fine freund from gilad graepel greedy guyon hakkani herbrich http huji icml ieee information international journal kalai kqcb ladner language large learning linear lovasz machine machines made mamitsuka margin martinez material microsoft mining monteleoni navot networks neural nips opper optimal pages perceptron point proc proceeding processing progress queries query ranb random real references report research sampling schapire science selective separation seung shamir signal smola sompolinsky speech spoken standing stanford stoc strategy supp supplementary symposium systems tech technical theoretical theory thesis tishby tong training under university using vapnik vempala walks with workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0707.pdf	35	An Application of Markov Random Fields to Range Sensing	advances aerial algorithm algorithms altitude anandan anisotropic appear approach arbitrary bajaj baker barbara barr based bayesian belief bilateral bivariate blurred british bruning burgard cambridge canada city clarenz cohen computation computer computing conference correctness correspondence curvature cvpr data davis decimation denoising dense depth desbrun design diebel diewald diffusion digital drori durand efficient elad evaluation fair fairing feature feuer fields fleishman flow frame framework france freeman from functions gaussian geometric graphical graphics height high iccv ieee ieeecomputer image imagery imaging implicit information interface international irregular iterative jones journal jung lacroix layered levoy machine mapping matching mesh meshes method meyer modeling models montreal neural nice nips numerical pages pami pattern preserving press probabilistic probable proc proceedings processing propagation quebec ramamoothi recipes recognition reconstruction refer references rendering representations resolution restoration robotics rumpf rusinkiewicz santa scene scharstein schroder scientific several shape shum siggraph signal single smoothing society spacetime stereo super surface surfaces systems szeliski taubin taxonomy terrain that third thrun topology torralba transactions transcation triangulation unifying university using variants vision visualization weiss york zheng
http://books.nips.cc/papers/files/nips18/NIPS2005_0655.pdf	122	Q-Clustering	advances algorithms altman analysis berlin bicriterion bilmes brucker buntine cliffs cluster clustering combinatorica complexity components data delattre dept dubes economics electrical engg englewood finding framework functions genet hall hansen haplotype henn hiit ieee information intelligence jain jojic kontkanen korte larson lecture machine margin math mathematical maximum minimizing myllymaki narasimhan neufeld neural notes oletti operations optimization pages pattern prentice principal problems processing programming queyranne references report research rissanen rizzi schuurmans snps springer submodular symmetric systems tagging technical tirri transactions university uweetr washington
http://books.nips.cc/papers/files/nips18/NIPS2005_0543.pdf	159	Sparse Gaussian Processes using Pseudo-inputs	academic accurate acknowledgements added advances agreeing applied approximations area artificial ascent aston authors available bartlett bayesian because becomes been before better bfgs bishop bounds cambridge candela certainly chunking clarify classification committee computation conclusion conjugate consider considered constrained could csato currently data deal denmark dimensional discovering easily edinburgh editor editors effects error especially evaluation even example extremely fast features finally flexibility forward frey further gain gaussian general generalisation gibbs gradient greedy have helping hence herbrich hidden high however hybrid hyperparameters impractically improvements information informative input intelligence international introduction iterative iteratively jointly kernel kluwer large lawrence leads learn learned learning linear machine machines mackay made make method methods minimizer model modelled models most moving nato networks neural ninth nystrom online only optimizing other others over pages performance picking plots points prediction presented press proceedings process processes processing projection pseudo quinonero randomly rasmussen reasonable references regression relevance reproduction results searching seeger selection series sheffield shelf shown shows significant size smola solution solutions some space spaces sparse speed stationary statistics stochastic subsets success systems technical thanks that their there thesis this though toronto tresp tried true uncertainty university useful using variables vector very vivarelli wants when which williams with work workshop
http://books.nips.cc/papers/files/nips18/NIPS2005_0605.pdf	33	Beyond Gaussian Processes: On the Distributions of Infinite Networks	about additional algorithmic another anytime appears applications appropriate assumed assumption basic bayesian because become been bivariate burrill calculation called case centering chapman characteristic choice class closed coefficients coincide compelling completely component compute computed conditional confined consist covariance curious defined dependency differences differs dimensional discarded discussion distribution dominates employing encoding entire estimates even exist exposition expressions extended family feller filter finite fixed flexibility following follows foregoing form fourier from function functions fundamental gaussian general generalisations greatly hall hand have hill hypotheses hypothesis identical indeed indicate infinite information integration international introduction investigate involved issues john jointly journal large laws learning lecture limit linear machine mackay main mathematically mcgraw mean measure models more multi multimodal natural neal need neither network networks neural nevertheless nips notes obtained other parameterized parameters particularly points possible posteriori predictive principally principle principles priors probability problem procedures process processes property random rather references regression relatively restricted result results richer right same samorodnitsky scalar scenario seeger sees shows significantly similar simple since skew some somewhat sons springer stable statistics subordinating suggest symmetric systems take taqqu techniques than that then theoretical theory these they this thrust totally transform trivial under unfortunately useful valuable variable variables variance variety vector verlag when where which wiley with york zero
http://books.nips.cc/papers/files/nips18/NIPS2005_0521.pdf	131	Spiking Inputs to a Winner-take-all Network	activates address advances among amplification analog analogue analysis annual attention aviv avlsi based between boahen braun burg chips circuit circuits coexist competition complexity computation conference connectivity cortexinspired cortical december delbruck device digital douglas editor electronics events fast filters hahnloser icecs ieee indiveri information inputs intelligence international israel issue itti kaufmann koch kramer lazzaro machine mahowald martin mateo mead microcircuits model modeling morgan nature network networks neural neuromorphic neurons neuroscience niebur orientation oster pages pattern physical point processing rapid recurrent references review ryckebusch saliency sarpeshkar scene selection selective seung silicon special spikes spiking systems take technology touretzky transactions using visual vlsi volume winner with
http://books.nips.cc/papers/files/nips18/NIPS2005_0558.pdf	32	Data-Driven Online to Batch Conversions	ability aggressive aistat algorithm algorithms azuma based batch bianchi bordes bottou budget certain cesa classification colt compression computer conconi crammer data dekel dependent discriminants fixed forgetron freund from gallant generalization gentile helmbold icml icpr ieee information journal july kandola kernel keshet large learnability learning like line linear littlestone machine manuscript margin mathematical nips november offline online optimal pages passive perceptron random references relating research schapire sciences selective shalev shwartz singer statistical sums system theory tighter tohoku transactions unpublished using vapnik variables voting warmuth weak weighted weston wiley
http://books.nips.cc/papers/files/nips18/NIPS2005_0433.pdf	86	Variable KD-Tree Algorithms for Spatial Pattern Search and Discovery	accelerators advances algorithm algorithms american analysis applications approach artech association associative asteroid astronomical august automated bentley binary blackman body bolles bubble cartography cern chamber cleaning comm computer conference connolly consensus databases design dietterich distance editors efficient energy fast fischler fitting graphics gray hambly hierarchical high hjaltason hough house image incremental information instrumentation international jedicke join kubica lavin learning leen machine mann master model modern moore multidimensional multiple neural november observations paradigm pictures popoli press problems proc processing random references renewal samet sample scientist search searching sigmod spatial statistical storkey strings systems target tracking transform tree trees uhlmann used vision williams with
http://books.nips.cc/papers/files/nips18/NIPS2005_0260.pdf	82	Robust Fisher Discriminant Analysis	advances algorithm analysis applications approach athena bertsekas bhattacharyya bootstrap boyd cambridge chan chapman classification cone convex efron error feature fisher formulations general ghaoui hall huang ieee information introduction jordan journal kernel king lanckriet learning london machine mathematical mika minimax minimum muller nedic neural optimization order ozdaglar poor press probability processing programming ratsch references research robust robustness scientific second selection systems theory tibshirani transactions university vandenberghe verdu yang
http://books.nips.cc/papers/files/nips18/NIPS2005_0184.pdf	197	Separation of Music Signals by Harmonic Structure Modeling	acoustical acoustics america analysis andre annual anssi approach arts audio auditory automatic background based bass beauchamp blind broadband brown calculating cancellation changshui channel classification clustering comon component computational computer concept concurrent conference cooke criterion dannenberg detection documents downie ecml embedded environment estimation eurospeech feng finland frequency fundamental gaussian goto harmonic hearing hirokazu iakta icassp icslp ieee improved independent information international ismir jang journal kameoka keerthi khitrov klapuri knowledge koval language lines list literature maher melody method mikhail mismatch mixture model modeling music musical nagaraj neural nips nishimoto noise obrecht optimization performance peter picialli pinquier pitch plus poli polyphonic popea popular predominant probabilistic proc procedure processing publishers real recognition recordings references retrieval review roads robust roger rouas sagayama scene science separation serguei serra shigeki shijun signal signals single sinusoids society sound sounds source space speech spoken stolbov structures survey swets symposium systems takuya tampere technology terhardt theory thesis tied time toward tracking transcription understanding university using vanroose virtual wang with working workshop yazhong yueting yungang yunhe zeitlinger zhang zhuang
http://books.nips.cc/papers/files/nips18/NIPS2005_0173.pdf	75	Generalization Error Bounds for Aggregation by Mirror Descent with Averaging	ability acceleration adaptivity additive aggregation algorithm algorithms annals approximation available averaging barrier based bayes beck behavior bertinoro bianchi boosting bounds bregman center cesa classification classifiers colt complexity computation conconi conference conjugate consistency control convex descent discussion efficiency emission estimation estimators exponentiated fast functional functions geer generalization generalized gentile gradient helmbold html http icml ieee improved information institute interscience italy juditsky jussieu kivinen kiwiel labs large learning leiden letters line linear lncs loss lpma lugosi machines margalit method methods minerva minimization mirror nazin nemirovski networks neural neurons nonlinear nonparametric operations optim optimal optimization ordered pageperso paris penalty polyak positron prediction preprint proba problem problems proceedings projected proximal publication rates reconstruction recursive references regularized relative report research risk scale scovel siam single smooth solving springer statistical statistics statitics steinwart stochastic subgradient submitted subsets support tail tarigan teboulle technical technion technology theory tomography trans transactions tsybakov universite university updates using vayatis vector versus warmuth wiley with yudin zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0798.pdf	110	An Alternative Infinite Mixture Of Gaussian Process Experts	adaptive advances alternative analysis annals approach aspects bayesian blackwell carlin carlo chain chapman computation computational computing curve data dirichlet discussion distributions edition escobar experts ferguson fitting from gaussian gelman ghahramani graphical hall hierarchical hinton incomplete inference infinite information jacobs jordan journal learning lecture local macqueen markov methods mixture mixtures model models monte morgankaufmann neal neural nonparametric notes number pages parametric polya practical press probabilistic process processes processing rasmussen references regression report royal rubin sampling schemes semiparametric silverman slice smoothing society some spline springer statistics stayt stern supervised systems technical toronto tresp university using verlag volume west with
http://books.nips.cc/papers/files/nips18/NIPS2005_0299.pdf	10	Learning Topology with the Generative Gaussian Graph and the EM Algorithm	abernethy advances agrell alexa algorithm american analysers analysis antonio application applications artificial aupetit based becker belgium berkovitch berlin bishop boots bradley bruges cambridge carlsson catz chazelle chichester complexes component computation computational computing concepts congress curves curvilinear data dempster diagrams dimensional dimensionality discrete distance edelsbrunner editors elsevier estimation eurographics europ european examining from generative geometry global goodman graphics graphs guha high ieee incomplete information inns intelligent international isomap john journal june labeled laird learning lendasse likelihood local london mapping martinetz math maximum method methods mixtures motion network networks neural neurocomputing nonlinear obermayer okabe oxford page pages pattern planning point pollack prediction press princeton principal probabilistic proceedings processing quantization quantizer recognition reduction references representing revisited robins robot robust rooney royal rubin rusinkiewicz schulten sensor series shah sharma side silva society spaces spatial statistical statistics structures sugihara svensen switzerland symp symposium systems tenenbaum tessellations theory thrun tibshirani time tipping topographic topological topology trans triangulating univ using vapnik vector verleysen versus vorono wiley williams with witness world york zeller zurich
http://books.nips.cc/papers/files/nips18/NIPS2005_0466.pdf	29	Coarse sample complexity bounds for active learning	active algorithm analysis angluin annual anthony applications atlas balcan bartlett based blum cohn committee complexity computation computer conference dasgupta data decision dependent eighteenth freund from full generalization generalizations goldman greedy haussler hierarchies ieee improving information journal kalai kearns labeled ladner learning machine minimization model monteleoni neural nips other over paper papers perceptron queries query references revisited risk sample sampling sciences selective seung shamir shawe strategy structural style system taylor teaching theoretic theory this tishby transactions ucsd unlabeled using version williamson with
http://books.nips.cc/papers/files/nips18/NIPS2005_0577.pdf	77	From Batch to Transductive Online Learning	adaptive adversary against agnostic algorithm algorithms annual approaches approximation auctions avrim awerbuch bandit based batch bayes blum boolean bound brendan colt combinatorial computation computational computing conference contributions data david decision densities dependencies discrete distributed distribution domain dresher editors efficient empirical estimation families feedback free from games geometric hannan hartline information interscience journal kalai kearns kleinberg kushilevitz learning line littlestone machine majority mansour mcmahan mistake models near offline online optimal optimization over plays press princeton problem proc proceedings references repeated risk routing sauer schapire sellie separating series sets setting siam sixteenth soda springer statistical symposium theory toward tucker university vapnik vempala verlag versus volume warmuth weighted wiley with wolfe workshop york
http://books.nips.cc/papers/files/nips18/NIPS2005_0570.pdf	93	Dual-Tree Fast Gauss Transforms	advances algorithm analysis appel applications artificial barnes baxter body bringing calculation callahan carnegie chapman computation computational computer computing conference data davis december decomposition density dietterich documenta duraiswami editors efficient error estimate estimation evaluation extra extrema fast fields force functions gauss generalized gray greengard gumerov hall hermite hierarchical improved indian information intelligence international january journal kernel kosaraju learning leen logn many math mathematica mellon models moore multidimensional multiple nature nearest neighbors neural orthogonal particle physics point potential press problems processing program rapid references relative rokhlin roussos scales scientific sets siam silverman simulations statistical statistics strain systems szasz thesis tractability transform tresp university variable version vision volume with yang
http://books.nips.cc/papers/files/nips18/NIPS2005_0273.pdf	138	Estimation of Intrinsic Dimensionality Using High-Rate Vector Quantization	additional approach asymptotic balls berlin bickel brand cambridge charting commun complexity computer continuous data davisson december dimension dimensionality disks distributions editor ellipsoids embedding enclosing error estimate estimation foundations frame framework geometric global graf gray gyorfi however ieee inform interestingly intrinsic introduced kegl langford learning levina likelihood linder linear lncs locally luschgy manifold march maximum methods mirror mismatch nips nonlinear nonparametric numbers only packing pages press principles probability proc quantization quantizer raginsky reduction references regularized reports results roweis saul science signals silva smallest springer springerverlag subsequence symmetry symp tenenbaum theoretic theory this trans trends used using vector verlag volume welzl york zador
http://books.nips.cc/papers/files/nips18/NIPS2005_0647.pdf	44	Robust design of biological experiments	acknowledge acknowledgments activation advances alliance allowing also anal analysis andy annals appl applications assumption atkinson begin bennett biological biology biosciences boyd building calcium cambridge case cellular challenges chapman closing coin complex computationally cones constraints convex data desensitization design designs determinant development discussions donev dynamics efficient essential example experiment experimental experimenters flip focus following ford from funding ghaoui gibson grant hall helpful hoboken howard hughes hunter increasingly inequality information inositol institute interscience introduction john journal jrss kitsos least lebret lemon like lindley linear london loop mathematical matlab matrix maximin maximization measure medical metabotropic methods model modelling models nonlinear number optimal optimization optimum oustry over oxford packard perturbation press problems programming programs pronzato provided quasi rebres recent receptor references regression research review robert robust seaman seber second sedumi segel semidefinite sequestrationi siam side signaling silvey slemrod software solutions sons squares state statistics steady study sturm support symmetric technometrics thank theoretical this through titterington toolbox trisphosphate uncertain university used useful usefulness using vandenberghe walter wild wiley william with would york
http://books.nips.cc/papers/files/nips18/NIPS2005_0534.pdf	128	Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction	alberto algorithm analysis andreas approach approximate artificial berlin blind boden brain cambridge carlos clinical coherence coherency component computer computing concept conference connectivity data diagonalization dynamics editors efficient frank from gradient granada hallet hyvarinen icann identifying imaginary independent information interaction international jirsa joint jurgen karhunen klaus kurths lecture letters mari measuring meinecke muller natural nature networks neural neuroinformatics neurophysiology niklasson nolte nonlinear notes pages part perspectives phase physical pikovsky press prieto proc proceedings processing puntonet references review robert rosenblum science sciences separation signals singer springer springerverlag striving structure superimposed synchronization tdsep time true universal university using verlag volume vorbach wheaton wiley yeredor ziehe ziemke
http://books.nips.cc/papers/files/nips18/NIPS2005_0119.pdf	188	Neural mechanisms of contrast dependent receptive field size in V1	acad acknowledgments akasaki anderson angelucci attributed bair bauer benardete bennett brain bullier cavanaugh cells cereb cerebral change conclude connections contrast cortex cortical course cudeiro davis deangelis density details dragoi entire expansion fact factor ferster field fields finlay freeman from gilbert gillespie girard grants great grieve hand hawken hupe ignores input instance isotropic james jones kapadia kaplan known lampl largely layer least levitt lund many martin mclaughlin movshon muri naito nature neuron neurophysiol neurosci observation ohzawa other ozeki partially particular phenomenon press proc program range reasonable receptive references ringach sadakane sajda sato sceniak schiller seems seen shapley shelley shimegi short siapas silito snyder solomon somers stettler supported that this thus todorov toth transferred unlikely vautin visual volman walton westheimer white wielaard with work would
http://books.nips.cc/papers/files/nips18/NIPS2005_0385.pdf	135	Beyond Pair-Based STDP: a Phenomenogical Rule for Spike Triplet and Frequency Effects	abarbanel abbott acad academy advances aharonov aihara amit anderson annunziato artola badoni bear bienenstock biol biological bottou buonomano burkitt cambridge comput computation computational cooper cybernetics desai differential dover editors equations froemke frotscher functionals fusi gerkin gerstner grayden gutig harris hemmen holt huerta information integral integro izhikevich journal karmarkar kempter kirkwood kistler letters lubke markram meffin miller munro najarian national natl nature nauen nelson neural neuron neurosci neuroscience pfister phys physical press proc processing rabinovich references reprinted review rioult roberts rosenfeld rossum rotter rubin sakmann salamon saul science sciences senn shouval singer sjostrom sompolinsky song systems theory toyoizumi trends tsodyks turrigiano volterra wagner wang weiss york zhang
http://books.nips.cc/papers/files/nips18/NIPS2005_0123.pdf	65	Response Analysis of Neuronal Population with Synaptic Depression	abbott acad asynchronous axon bethge brunel changes circuit codes computation computational computations destexhe differential dynamics ensembles fast fire firing fourcaud gerstner input instantaneous integrate journal locking marder markram natl nature neocortical neural neuron neurons neurophysiol neuroscience noisy pawelzik plasticity population probability proc pyramidal rate references regehr response same signaling silberberg single spiking states statistics synaptic transients tsodyks wang
http://books.nips.cc/papers/files/nips18/NIPS2005_0450.pdf	21	Subsequence Kernels for Relation Extraction	annual aone artificial association automatic automatically barcelona based bibliographic biological blaschke boston bunescu case classification comparative computational conference conll content craven cristianini culotta data dependency documents experiments extraction extractors faculty formulation found frame from functional genomics global grishman hidden html http ieee ijcai inference information intelligence intelligent interactions international issue john joint journal kate kernel kernels known language learning linear linguistics lodhi machine marcotte markov medical medicine meeting message methods models module mooney natural nist pointers proceedings programming protein proteins ramani references relation representing research richardella roth saunders seattle sentence seventeenth shawe sons sorensen spain special speech statistical string structure study suiseki summarization system systems tasks taylor tests text their theory tree understanding using valencia vapnik watkins wiley wong zelenko
http://books.nips.cc/papers/files/nips18/NIPS2005_0268.pdf	154	AER Building Blocks for Multi-Layer Multi-Chip Neuromorphic Vision Systems	accepted adaptive address advanced algorithmic analog andreou application architecture asynchronous aviv avlsi ballcels bangkok barranco based between biasing boahen burg calibrated california canada cell charge chips circ circuits civit coded conference connectivity considerations dally dante delbr derivative differentiating digital douglas driven electronics engineer event events extension fieldprogrammable filtering fire fliger generation giudice gotarredona haefliger hardware icecs ieee image imager improved indiveri inputs institute integrate interfacing international iscas ishii israel july kolle kramer lazzaro learning level lichtsteiner linares logarithmic memory microelectronics mismatch moreno multi negative network networks neural neuromorphic neuron neurons oberhoff orientation oster packet part pasadena photoreceptor point positive poulton power proc processing protocol publication rate references research retina riis selective self sender september serrano signal signals silicon sivilotti software spike spiking static symp syst systems take technology temporal temporally tentatively thailand thesis trans using vancouver vision vlsi wawrzynek weak whatley winner wiring with
http://books.nips.cc/papers/files/nips18/NIPS2005_0584.pdf	136	Scaling Laws in Natural Scenes and the Inference of 3D Shape	absence acad adelson advances algorithms amer analysis anomalous applications april assumption between cloudy computer conference correlations correspondence cryer default dense depth design diffuse dimensional estimation evaluation explain filters frame freeman from howe ieee ijcv illumination image images imaging information integration intelligence june langer length machine natural neural nips oliva pattern perception potetz press proc processing properties purves range recipes recognition refer references representations scene scenes scharstein shading shadows shah shape society statistical statistics steerable stereo structure structures systems szeliski taxonomy technol that threedimensional torralba transactions tsai tyler vision zucker
http://books.nips.cc/papers/files/nips18/NIPS2005_0056.pdf	74	Integrate-and-Fire models with adaptation are good enough: predicting spike times under random current injection	accepted acknowledgments activity aertsen arcas arieli benda bialek biol biomed bishop brillinger brunel cambridge camera comp cyber destexhe effective engineer epfl fairhall feng foundation fourcaud fusi gerstner grants grinvald hansel hausser hemmen herz ieee inst izhikevich joint jolivet jolla kawai keat kistler lausanne lewis luscher maass mainen meister meth minimal models national networks neural neuro neurocomp neuron neuronal neurons neurophysiol neurosci nonlinear number paninski pare paris physiol pillow plasticity populations press problems proc pulsed random rauch references reid reinagel robinson roth rudolph science segundo sejnowski senn simoncelli single spiking sterkin stevens supported swiss symp theory thesis this threshold trans trocme univ vreeswijk weese wiener work zador
http://books.nips.cc/papers/files/nips18/NIPS2005_0552.pdf	78	Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification	algorithm amount approximate approximation aston bayesian classification colt consistency csato data ecml evaluated evidence expectation field fields framework from functions gaussian ghahramani global graph graphbased graphs harmonic hyperparameters icml including indicate inference iterative kandola kernels kondor label lafferty learning local maximization mean methods minka nips noise nonparametric opper presented process processes propagation references regularization report results semi smola sparse supervised tech that thesis transforms univ using well winther with works zhou
http://books.nips.cc/papers/files/nips18/NIPS2005_0269.pdf	126	Divergences, surrogate loss functions and experimental design	american analysis annal annals another appear applications association bartlett based behavior berkeley bhattacharyya binary blackwell bounds california class classification coefficients communication communications comparisons consistency convex convexity csiszar decentralized decision department design detection difference discrimination distance distribution distributions divergence divergences equivalent experiments extremal from functions general generalized hungar ieee indirect inequalities info information jordan journal kailath kernel likelihood loss machines math mcauliffe measures methods minimization nguyen nonparametric observation other poor press princeton probability processing properties quantizers ratio references regularized related report risk rockafellar royal selection september series signal silvey some stat statistical statistics steinwart studia support surrogate systems technical technology theory thomas topsoe trans transactions tsitsiklis type university using vector wainwright zhang