Streaming Variational Inference for Dirichlet Process Mixtures

Viet Huynh, Dinh Q. Phung, Svetha Venkatesh

Abstract: Bayesian nonparametric models are theoretically suitable to learn streaming data due to their complexity relaxation to the volume of observed data. However, most of the existing variational inferen...