Riemannian Proximal Sampler for High-accuracy Sampling on Manifolds

Yunrui Guan, Krishnakumar Balasubramanian, Shiqian Ma

We introduce the Riemannian Proximal Sampler, a method for sampling from densities defined on Riemannian manifolds. The performance of this sampler critically depends on two key or…