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Principal Investigator  
Principal Investigator's Name: Qi Bingxin
Institution: Southwest University
Department: Faculty of Psychology
Proposed Analysis: Semi-paired probabilistic canonical correlation analysis(Se-miPCCA) We propose to use yet another semi-paired variant of CCA called Se-miPCCA, which extends the probabilistic CCA model to incorporate unpaired data into the projection. We derive an efficient EM learning algorithm for this model. Previous experimental results on various learning tasks show promising performance for the Se-miPCCA model.
Additional Investigators