Gradient Flows for Sampling: Mean-Field Models, Gaussian Approximations and Affine Invariance

Yifan Chen, Daniel Zhengyu Huang, Jiaoyang Huang +2

Sampling a probability distribution with an unknown normalization constant is a fundamental problem in computational science and engineering. This task may be cast as an optimizati…