Nonparametric Riemannian Empirical Bayes, and Denoising Measurements on Manifolds

Adam Quinn Jaffe, Leonardo V. Santoro, Bodhisattva Sen

We initiate the study of nonparametric empirical Bayes denoising methods in the setting where both the latent variables and their measurements lie on a compact Riemannian manifold,…