High-Order Langevin Monte Carlo Algorithms

Thanh Dang, Mert Gurbuzbalaban, Mohammad Rafiqul Islam +2

Langevin algorithms are popular Markov chain Monte Carlo (MCMC) methods for large-scale sampling problems that often arise in data science. We propose Monte Carlo algorithms based…