Rank CoFi
MaximumMarginMatrixFactorizationforCollaborativeRanking
MarkusWeimer­AlexandrosKaratzoglou­QuocVietLe­AlexSmola Combines · MaximumMarginMatrixFactorization, · structuredpredictionand · bundlemethodsolvers tolearnrankingsincollaborativefiltering.

Poster ID T22

 GoodResults
Outperforms · · Featurebasedmethods Optimizationforrating


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Adaptable
Ranking Regression OrdinalRegression Classification ...


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Fast
Allowssequentialruns ontheNetFlixx dataset. Easytoparallelize

inrankingmeasures.

Softwareavailablesoon:http://cofirank.org