Exact and Efficient Parallel Inference for Nonparametric Mixture Models

Sinead A. Williamson, Avinava Dubey, Eric P. Xing

Nonparametric mixture models based on the Dirichlet process are an elegant alternative to finite models when the number of underlying components is unknown, but inference in such m…