Distance Functions for Reproducing Kernel Hilbert Spaces

Nicola Arcozzi , Richard Rochberg , Eric T. Sawyer , Brett D. Wick

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classification 🧮 math.CV math.CA

keywords functionsdistancehilbertkernelreproducingsomespacebuild

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Suppose H is a space of functions on X. If H is a Hilbert space with reproducing kernel then that structure of H can be used to build distance functions on X. We describe some of those and their interpretations and interrelations. We also present some computational properties and examples.

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Distance Functions for Reproducing Kernel Hilbert Spaces

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