Sparse NMF with Archetypal Regularization: Computational and Robustness Properties

Kayhan Behdin, Rahul Mazumder

We consider the problem of sparse nonnegative matrix factorization (NMF) using archetypal regularization. The goal is to represent a collection of data points as nonnegative linear…