Markov Chain Monte Carlo and Variational Inference: Bridging the Gap

Tim Salimans, Diederik P. Kingma, Max Welling

Recent advances in stochastic gradient variational inference have made it possible to perform variational Bayesian inference with posterior approximations containing auxiliary rand…