VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES AND UNIVERSALITY

Abstract

This paper is devoted to the study of vector valued reproducing kernel Hilbert spaces. We focus on two aspects: vector valued feature maps and universal kernels. In particular, we characterize the structure of translation invariant kernels on abelian groups and we relate it to the universality problem.