Stochastic Variance-Reduced Hamilton Monte Carlo Methods

Difan Zou, Pan Xu, Quanquan Gu

We propose a fast stochastic Hamilton Monte Carlo (HMC) method, for sampling from a smooth and strongly log-concave distribution. At the core of our proposed method is a variance r…