Stochastic Gradient MCMC with Stale Gradients

Changyou Chen, Nan Ding, Chunyuan Li +2

Stochastic gradient MCMC (SG-MCMC) has played an important role in large-scale Bayesian learning, with well-developed theoretical convergence properties. In such applications of SG…