Negative Binomial Matrix Factorization for Recommender Systems

Olivier Gouvert, Thomas Oberlin, Cédric Févotte

We introduce negative binomial matrix factorization (NBMF), a matrix factorization technique specially designed for analyzing over-dispersed count data. It can be viewed as an exte…