Scalable Recommendation with Poisson Factorization

Prem Gopalan, Jake M. Hofman, David M. Blei

We develop a Bayesian Poisson matrix factorization model for forming recommendations from sparse user behavior data. These data are large user/item matrices where each user has pro…