Posterior Sampling in High Dimension via Diffusion Processes

Andrea Montanari, Yuchen Wu

Sampling from the posterior is a key technical problem in Bayesian statistics. Rigorous guarantees are difficult to obtain for Markov Chain Monte Carlo algorithms of common use. In…