Decorrelation as an avatar of convexity

preprint2015arXivOpen access

Abstract

If XX is a Polish space then we show that the product measure on X∞X^\infty is guaranteed to minimize cc-energy amongst exchangeable measures with fixed marginals if and only if the interaction kernel cc defines a convex energy functional on probability measures. A reformulation of this condition close to the theory of positive definite functions is highlighted.

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