Reproducing kernel Hilbert spaces on manifolds: Sobolev and Diffusion spaces

Ernesto De Vito, Nicole Mücke, Lorenzo Rosasco

We study reproducing kernel Hilbert spaces (RKHS) on a Riemannian manifold. In particular, we discuss under which condition Sobolev spaces are RKHS and characterize their reproduci…