Operator valued positive definite kernels and differentiable universality

preprint2020arXivOpen access

Abstract

We present a characterization for a positive definite operator valued kernel to be universal or C0C_{0}-universal, and apply these characterizations to a family of operator valued kernels that are shown to be well behaved. Later, we obtain a characterization for an operator valued differentiable kernel to be CqC^{q}-universal and C0qC_{0}^{q}-universal. In order to obtain such characterization and examples we generalize some well known results concerning the structure of differentiable kernels to the operator valued context. On the examples is given an emphasis on the radial kernels on Euclidean spaces.

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