A Provably-Correct and Robust Convex Model for Smooth Separable NMF

Junjun Pan, Valentin Leplat, Michael Ng +1

Nonnegative matrix factorization (NMF) is a linear dimensionality reduction technique for nonnegative data, with applications such as hyperspectral unmixing and topic modeling. NMF…