Beta-Negative Binomial Process and Poisson Factor Analysis

Mingyuan Zhou, Lauren Hannah, David B. Dunson, Lawrence Carin

Abstract: A beta-negative binomial (BNB) process is proposed, leading to a beta-gamma-Poisson process, which may be viewed as a “multi-scoop” generalization of the beta-Bernoulli process. The BNB process is ...