Stochastic gradient Markov chain Monte Carlo

Christopher Nemeth, Paul Fearnhead

Markov chain Monte Carlo (MCMC) algorithms are generally regarded as the gold standard technique for Bayesian inference. They are theoretically well-understood and conceptually sim…