CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis

Or Dinari, Raz Zamir, John W. Fisher +1

In the realm of unsupervised learning, Bayesian nonparametric mixture models, exemplified by the Dirichlet Process Mixture Model (DPMM), provide a principled approach for adapting…