2019
Estimating Convergence of Markov chains with L-Lag Couplings
NeurIPS 2019poster
Markov chain Monte Carlo (MCMC) methods generate samples that are asymptotically distributed from a target distribution of interest as the number of iterations goes to infinity. Various theoretical results provide upper bounds on the distance between the target and marginal distribution after a fixe…