Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework

Benoit Fuentes, Gaël Richard

We present a new probabilistic model to address semi-nonnegative matrix factorization (SNMF), called Skellam-SNMF. It is a hierarchical generative model consisting of prior compone…