Distributed Stochastic Gradient MCMC

Sungjin Ahn, Babak Shahbaba, Max Welling

Abstract: Probabilistic inference on a big data scale is becoming increasingly relevant to both the machine learning and statistics communities. Here we introduce the first fully distributed MCMC algorithm b...