Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $\beta$-divergence

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte

This article introduces new multiplicative updates for nonnegative matrix factorization with the $\beta$-divergence and sparse regularization of one of the two factors (say, the activa…