A Feynman-Kac approach for Logarithmic Sobolev Inequalities
Functional Analysis
2021-06-09 v2 Probability
Abstract
This note presents a method based on Feynman-Kac semigroups for logarithmic Sobolev inequalities. It follows the recent work of Bonnefont and Joulin on intertwining relations for diffusion operators, formerly used for spectral gap inequalities, and related to perturbation techniques. In particular, it goes beyond the Bakry-{\'E}mery criterion and allows to investigate high-dimensional effects on the optimal logarithmic Sobolev constant.The method is illustrated on particular examples (namely Subbotin distributions and double-well potentials), for which explicit dimension-free bounds on the latter constant are provided. We eventually discuss a brief comparison with the Holley-Stroock approach.
Cite
@article{arxiv.2002.01167,
title = {A Feynman-Kac approach for Logarithmic Sobolev Inequalities},
author = {Clément Steiner},
journal= {arXiv preprint arXiv:2002.01167},
year = {2021}
}