Concentration inequalities for Gibbs measures
Abstract
We are interested in Sobolev type inequalities and their relationship with concentration properties on higher dimensions. We consider unbounded spin systems on the d-dimensional lattice with interactions that increase slower than a quadratic. At first we assume that the one site measure satisfies a Modified log-Sobolev inequality with a constant uniformly on the boundary conditions and we determine conditions so that the infinite dimensional Gibbs measure satisfies a concentration as well as a Talagrand type inequality. Then a Modified Log-Sobolev type concentration property is obtained under weaker conditions referring to the Log-Sobolev inequalities for the boundary free measure.
Cite
@article{arxiv.1004.3482,
title = {Concentration inequalities for Gibbs measures},
author = {Ioannis Papageorgiou},
journal= {arXiv preprint arXiv:1004.3482},
year = {2019}
}
Comments
28 pages, accepted for publication at Infinite Dimensional Analysis, Quantum Probability and Related Topics