Vector valued reproducing kernel Hilbert spaces and universality
Functional Analysis
2008-07-11 v1
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.
Cite
@article{arxiv.0807.1659,
title = {Vector valued reproducing kernel Hilbert spaces and universality},
author = {C. Carmeli and E. De Vito and A. Toigo and V. Umanità},
journal= {arXiv preprint arXiv:0807.1659},
year = {2008}
}
Comments
49 pages, no figures