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arXiv · 2102.09585

Reproducing Kernel Hilbert Space Associated with a Unitary Representation of a Groupoid

Monika Drewnik·Tomasz Miller·Zbigniew Pasternak-Winiarski
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Abstract

The aim of the paper is to create a link between the theory of reproducing kernel Hilbert spaces (RKHS) and the notion of a unitary representation of a group or of a groupoid. More specifically, it is demonstrated on one hand, how to construct a positive definite kernel and an RKHS for a given unitary representation of a group(oid), and on the other hand how to retrieve the unitary representation of a group or a groupoid from a positive definite kernel defined on that group(oid) with the help of the Moore-Aronszajn theorem. The kernel constructed from the group(oid) representation is inspired by the kernel defined in terms of the convolution of functions on a locally compact group. Several illustrative examples of reproducing kernels related with unitary representations of groupoids are discussed in detail. The paper is concluded with the brief overview of the possible applications of the proposed constructions.

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Monika Drewnik, Tomasz Miller, Zbigniew Pasternak-Winiarski. 2021-02-18. Reproducing Kernel Hilbert Space Associated with a Unitary Representation of a Groupoid. https://arxiv.org/abs/2102.09585

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