Maximum-Volume Nonnegative Matrix Factorization

Olivier Vu Thanh, Nicolas Gillis

Nonnegative matrix factorization (NMF) is a popular data embedding technique. Given a nonnegative data matrix $X$, it aims at finding two lower dimensional matrices, $W$ and $H$, s…