arXiv · 1302.4343
On Translation Invariant Kernels and Screw Functions
Abstract
We explore the connection between Hilbertian metrics and positive definite kernels on the real line. In particular, we look at a well-known characterization of translation invariant Hilbertian metrics on the real line by von Neumann and Schoenberg (1941). Using this result we are able to give an alternate proof of Bochner's theorem for translation invariant positive definite kernels on the real line (Rudin, 1962).
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Purushottam Kar, Harish Karnick. 2013-02-18. On Translation Invariant Kernels and Screw Functions. https://arxiv.org/abs/1302.4343
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