Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds

Paul Rosa, Viacheslav Borovitskiy, Alexander Terenin +1

Gaussian processes are used in many machine learning applications that rely on uncertainty quantification. Recently, computational tools for working with these models in geometric…