English

Transport inequalities for random point measures

Probability 2024-06-21 v3 Functional Analysis

Abstract

We derive transport-entropy inequalities for mixed binomial point processes, and for Poisson point processes. We show that when the finite intensity measure satisfies a Talagrand transport inequality, the law of the point process also satisfies a Talagrand type transport inequality. We also show that a Poisson point process (with arbitrary σ{\sigma}-finite intensity measure) always satisfies a universal transport-entropy inequality \`a la Marton. We explore the consequences of these inequalities in terms of concentration of measure and modified logarithmic Sobolev inequalities. In particular, our results allow one to extend a deviation inequality by Reitzner [31], originally proved for Poisson random measures with finite mass.

Keywords

Cite

@article{arxiv.2002.04923,
  title  = {Transport inequalities for random point measures},
  author = {Nathael Gozlan and Ronan Herry and Giovanni Peccati},
  journal= {arXiv preprint arXiv:2002.04923},
  year   = {2024}
}

Comments

33 pages, comments are welcome

R2 v1 2026-06-23T13:39:26.462Z