Content-based recommendations with Poisson factorization Prem Gopalan Department of Computer Science Princeton University Princeton, NJ 08540 pgopalan@cs.princeton.edu Laurent Charlin Department of Computer Science Columbia University New York, NY 10027 lcharlin@cs.columbia.edu David M. Blei Departments of Statistics & Computer Science Columbia University New York, NY 10027 david.blei@columbia.edu