Beta Process Non-negative Matrix Factorization with Stochastic Structured Mean-Field Variational Inference

Dawen Liang, Matthew D. Hoffman

Beta process is the standard nonparametric Bayesian prior for latent factor model. In this paper, we derive a structured mean-field variational inference algorithm for a beta proce…