Xinhua Lu

Combined Belief Propagation-Mean Field Message Passing Algorithm for Dirichlet Process Mixtures

2019 · IEEE Signal Processing Letters

This letter deals with variational inference for Dirichlet process mixtures (DPM) models. We propose a combined message-passing algorithm introducing belief propagation (BP) into the original mean field (MF) rules, which leads to a more precise …