English

Modified logarithmic Sobolev inequalities and transportation inequalities

Probability 2016-09-07 v1 Functional Analysis

Abstract

We present a class of modified logarithmic Sobolev inequality, interpolating between Poincar\'e and logarithmic Sobolev inequalities, suitable for measures of the type exp(x\al)\exp(-|x|^\al) or more complex exp(x\allogβ(2+x))\exp(-|x|^\al\log^\beta(2+|x|)) (\al]1,2[\al\in]1,2[ and \be\dR\be\in\dR) which lead to new concentration inequalities. These modified inequalities share common properties with usual logarithmic Sobolev inequalities, as tensorisation or perturbation, and imply as well Poincar\'e inequality. We also study the link between these new modified logarithmic Sobolev inequalities and transportation inequalities.

Keywords

Cite

@article{arxiv.math/0405520,
  title  = {Modified logarithmic Sobolev inequalities and transportation inequalities},
  author = {Ivan Gentil and Arnaud Guillin and Laurent Miclo},
  journal= {arXiv preprint arXiv:math/0405520},
  year   = {2016}
}
R2 v1 2026-07-22T17:05:57.844Z