Accelerating Constrained Sampling: A Large Deviations Approach

Yingli Wang, Changwei Tu, Xiaoyu Wang +1

The problem of sampling a target probability distribution on a constrained domain arises in many applications including machine learning. For constrained sampling, various Langevin…