Escaping the native space of Sobolev kernels by interpolation

Tobias Ehring, Max-Paul Vogel, Bernard Haasdonk

Classical convergence analysis for kernel interpolation typically assumes that the target function $f$ lies in the reproducing kernel Hilbert space ${\mathcal{H}}_k\left(\Omega \right)$…