Two to Five Truths in Non-Negative Matrix Factorization

John M. Conroy, Neil P Molino, Brian Baughman +3

In this paper, we explore the role of matrix scaling on a matrix of counts when building a topic model using non-negative matrix factorization. We present a scaling inspired by the…