Sampling from Constrained Gibbs Measures: with Applications to High-Dimensional Bayesian Inference

Ruixiao Wang, Xiaohong Chen, Sinho Chewi

This paper considers a non-standard problem of generating samples from a low-temperature Gibbs distribution with \emph{constrained} support, when some of the coordinates of the mod…