Markov Chain Monte Carlo with Diffusion Paths

Han Chen, Sifan Liu, Jun Yang

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 inter…