From dimension free concentration to Poincaré inequality

preprint2013arXivOpen access

Abstract

We prove that a probability measure on an abstract metric space satisfies a non trivial dimension free concentration inequality for the ℓ2\ell_2 metric if and only if it satisfies the Poincaré inequality.

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