Distance Functions for Reproducing Kernel Hilbert Spaces Academic Article uri icon

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abstract

  • 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.

publication date

  • January 1, 2011