Beyond CCA: Moment Matching for Multi-View Models

Anastasia Podosinnikova, Francis R. Bach, Simon Lacoste-Julien

Abstract: We introduce three novel semi-parametric extensions of probabilistic canonical correlation analysis with identifiability guarantees. We consider moment matching techniques for estimation in these m...