Intrinsic Gaussian Processes on Manifolds and Their Accelerations by Symmetry

Ke Ye, Mu Niu, Pokman Cheung +2

Amidst the growing interest in nonparametric regression, we address a significant challenge in Gaussian processes(GP) applied to manifold-based predictors. Existing methods primari…