Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data

Ruohui Wang, Dahua Lin

We consider the estimation of Dirichlet Process Mixture Models (DPMMs) in distributed environments, where data are distributed across multiple computing nodes. A key advantage of B…