Bayesian Co-Training Poster ID: W15 Shipeng Yu, Balaji Krishnapuram, Romer Rosales, Harald Steck, R. Bharat Rao CAD & Knowledge Solutions, Siemens Medical Solutions USA, Inc. Before coming to our poster, you know about co-training and its popularity may wonder why/how/when it works may be interested on how to improve it After coming to our poster, you will learn about a graphical model for co-training why/how various co-training algorithms work one-step co-training: Co-training Kernel benefits and limitations of co-training how to improve co-training 'being Bayesian' to think of co-training! Factor Graph of 2-view Bayesian Co-Training