English

Concentration inequalities for Gibbs measures

Probability 2019-07-05 v4 Functional Analysis

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.

Keywords

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

R2 v1 2026-06-21T15:12:39.908Z