Sobolev Spaces, Kernels and Discrepancies over Hyperspheres

Simon Hubbert, Emilio Porcu, Chris. J. Oates +1

This work provides theoretical foundations for kernel methods in the hyperspherical context. Specifically, we characterise the native spaces (reproducing kernel Hilbert spaces) and…