A Column-Wise Update Algorithm for Sparse Stochastic Matrix Factorization

Guiyun Xiao, Zheng-Jian Bai, Wai-Ki Ching

Nonnegative matrix factorization arises widely in machine learning and data analysis. In this paper, for a given factorization of rank r, we consider the sparse stochastic matrix f…