Generalized transport inequalities and concentration bounds for Riesz-type gases

被引:0
|
作者
Garcia-Zelada, David [1 ]
Padilla-Garza, David [2 ]
机构
[1] Sorbonne Univ, Lab Probabil Stat & Modelisat, LPSM, F-75005 Paris, France
[2] Hebrew Univ Jerusalem, Einstein Inst Math, Jerusalem, Israel
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2024年 / 29卷
关键词
Gibbs measure; interacting particle system; concentration of measure; Riesz-type kernel; LARGE DEVIATION PRINCIPLE; COULOMB GASES; GIBBS MEASURES; FLUCTUATIONS; ENERGY; STATISTICS; PARTICLES;
D O I
10.1214/24-EJP1170
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This article explores the connection between a generalized Riesz electric energy and norms on the set of probability measures defined in terms of duality. We derive functional inequalities linking these two notions, recovering and generalizing existing Coulomb transport inequalities. We then use them to prove concentration of measure around the equilibrium and thermal equilibrium measures. Finally, we leverage these concentration inequalities to obtain Moser-Trudinger-type inequalities, which may also be interpreted as bounds on the Laplace transform of fluctuations.
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页数:36
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