Teodor Marinov

Stochastic Optimization for Multiview Representation Learning using Partial Least Squares

Partial Least Squares (PLS) is a ubiquitous statistical technique for bilinear factor analysis. It is used in many data analysis, machine learning, and information retrieval applications to model the covariance structure between a pair of data matrices. In this paper, we consider PLS for representat…