Schoenberg characterization of continuous non-stationary isotropic positive definite kernels

Felix Benning, Max David Schölpple

We characterize the continuous isotropic positive definite kernels on ${\mathbb{R}}^d$, where isotropy refers to invariance under the orthogonal group $O(d)$ but not necessarily stat…