arxivstat.COstat.ML2026-07-13
Markov Chain Monte Carlo with Diffusion Paths
Sampling from multimodal distributions is a longstanding challenge for classical local Markov chain Monte Carlo (MCMC) methods. A popular remedy is to introduce a sequence of intermediate distributions that interpolate between the target and a simpler reference. The classical cho…