Mass transport and variants of the logarithmic Sobolev inequality
Probability
2007-09-26 v1 Functional Analysis
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.
Keywords
Cite
@article{arxiv.0709.3890,
title = {Mass transport and variants of the logarithmic Sobolev inequality},
author = {Franck Barthe and Alexander V. Kolesnikov},
journal= {arXiv preprint arXiv:0709.3890},
year = {2007}
}
Comments
39 pages