Mass Transport and Variants of the Logarithmic Sobolev Inequality |
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Authors: | Franck Barthe Alexander V. Kolesnikov |
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Affiliation: | (1) Institut de Mathématiques de Toulouse, CNRS UMR 5219, Université Paul Sabatier, 31062 Toulouse Cedex 09, France;(2) Moscow State University of Printing Arts, 2A Pryanishnikova, 127550 Moscow, Russia |
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Abstract: | We develop the optimal transportation approach to modified log-Sobolev inequalities and to isoperimetric inequalities. Various sufficient conditions for such inequalities are given. Some of them are new even in the classical log-Sobolev case. The idea behind many of these conditions is that measures with a non-convex potential may enjoy such functional inequalities provided they have a strong integrability property that balances the lack of convexity. In addition, several known criteria are recovered in a simple unified way by transportation methods and generalized to the Riemannian setting. The research of A.V. Kolesnikov was supported by RFBR 07-01-00536, DFG Grant 436 RUS 113/343/0 and GFEN 06-01-39003. |
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Keywords: | Logarithmic Sobolev inequality Isoperimetric inequalities Optimal transportation Riemannian manifolds Ricci curvature |
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