Constructing sampling schemes via coupling: Markov semigroups and optimal transport

N. Nuesken, G. A. Pavliotis

In this paper we develop a general framework for constructing and analysing coupled Markov chain Monte Carlo samplers, allowing for both (possibly degenerate) diffusion and piecewi…