Online Partial Least Square Optimization: Dropping Convexity for Better Efficiency and Scalability

Zhehui Chen, Lin F. Yang, Chris Junchi Li, Tuo Zhao

Abstract: Multiview representation learning is popular for latent factor analysis. Many existing approaches formulate the multiview representation learning as convex optimization problems, where global optim...