Online Nonnegative Matrix Factorization with General Divergences

Renbo Zhao, Vincent Yan Fu Tan, Huan Xu

Abstract: We develop a unified and systematic framework for performing online nonnegative matrix factorization under a wide variety of important divergences. The online nature of our algorithms makes them pa...