Rank Selection for Non-negative Matrix Factorization

Yun Cai, Hong Gu, Toby Kenney

Non-Negative Matrix Factorization (NMF) is a widely used dimension reduction method that factorizes a non-negative data matrix into two lower dimensional non-negative matrices: One…