Daniel Zhengyu Huang

Sampling via Gradient Flows in the Space of Probability Measures

2023 · arXiv (Cornell University)

Sampling a target probability distribution with an unknown normalization constant is a fundamental challenge in computational science and engineering. Recent work shows that algorithms derived by considering gradient flows in the space of probability measures …