Distributed Inference for Dirichlet Process Mixture Models

Hong Ge, Yutian Chen, Moquan Wan, Zoubin Ghahramani

Abstract: Bayesian nonparametric mixture models based on the Dirichlet process (DP) have been widely used for solving problems like clustering, density estimation and topic modelling. These models make weak ...