Asynchronous Gibbs Sampling

Alexander Terenin, Daniel Simpson, David Draper

Abstract: Gibbs sampling is a Markov Chain Monte Carlo (MCMC) method often used in Bayesian learning. MCMC methods can be difficult to deploy on parallel and distributed systems due to their inherently seque...