Minibatch Gibbs Sampling on Large Graphical Models

Christopher De Sa, Vincent Chen, Wing Wong

Gibbs sampling is the de facto Markov chain Monte Carlo method used for inference and learning on large scale graphical models. For complicated factor graphs with lots of factors,…