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arxiv: 0709.3890 · v1 · submitted 2007-09-25 · 🧮 math.PR · math.FA

Mass transport and variants of the logarithmic Sobolev inequality

classification 🧮 math.PR math.FA
keywords inequalitiesconditionslog-sobolevtransportationadditionapproachbalancesbehind
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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.

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