Oracle-based Uniform Sampling from Convex Bodies

Thanh Dang, Jiaming Liang

We propose new Markov chain Monte Carlo algorithms to sample a uniform distribution on a convex body $K$. Our algorithms are based on the proximal sampler, which uses Gibbs samplin…