Meta-Learning for Stochastic Gradient MCMC

Wenbo Gong, Yingzhen Li, José Miguel Hernández-Lobato

Stochastic gradient Markov chain Monte Carlo (SG-MCMC) has become increasingly popular for simulating posterior samples in large-scale Bayesian modeling. However, existing SG-MCMC…