Particle Optimization in Stochastic Gradient MCMC

Changyou Chen, Ruiyi Zhang

Stochastic gradient Markov chain Monte Carlo (SG-MCMC) has been increasingly popular in Bayesian learning due to its ability to deal with large data. A standard SG-MCMC algorithm s…