MCMC for multi-modal distributions

Krzysztof Łatuszyński, Matthew T. Moores, Timothée Stumpf-Fétizon

We explain the fundamental challenges of sampling from multimodal distributions, particularly for high-dimensional problems. We present the major types of MCMC algorithms that are…