Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow

Rentian Yao, Linjun Huang, Yun Yang

Motivated by the computation of the non-parametric maximum likelihood estimator (NPMLE) and the Bayesian posterior in statistics, this paper explores the problem of convex optimiza…