Accelerating Constrained Sampling: A Large Deviations Approach
arXiv:2506.07816v3 Announce Type: replace
Abstract: The problem of sampling a target probability distribution on a constrained domain arises in many applications including machine learning. For constrained sampling, various Langevin algorithms such as…