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1. VECTOR VALUED REPRODUCING KERNEL HILBERT SPACES AND UNIVERSALITY.

Author

CARMELI, C., DE VITO, E., TOIGO, A., and UMANITÀ, V.

Subjects
*HILBERT space, *LEARNING, *ALGORITHMS, *MATHEMATICS, *VECTOR valued functions
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. [ABSTRACT FROM AUTHOR]

Published
2010
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