Bayesian Nonparametric Poisson Factorization for Recommendation Systems

Prem Gopalan, Francisco J. R. Ruiz, Rajesh Ranganath, David M. Blei

Abstract: We develop a Bayesian nonparametric Poisson factorization model for recommendation systems. Poisson factorization implicitly models each user’s limited budget of attention (or money) that allows co...