Poincar{\'e} and logarithmic sobolev inequalities for nearly radial measures
Patrick Cattiaux (IMT), Arnaud Guillin (LMBP), Liming Wu (LMBP)

TL;DR
This paper investigates Poincaré and logarithmic Sobolev inequalities for nearly radial measures, extending known results and providing sharper bounds through various methods, with applications to log-concave measures.
Contribution
It introduces new bounds for logarithmic Sobolev inequalities in the radial case, using multiple approaches, and refines existing bounds for log-concave measures.
Findings
Derived sharp bounds for radial measures
Extended Poincaré inequality results to logarithmic Sobolev inequalities
Refined bounds for log-concave measures by Lee-Vempala
Abstract
If Poincar{\'e} inequality has been studied by Bobkov for radial measures, few is known about the logarithmic Sobolev inequalty in the radial case. We try to fill this gap here using different methods: Bobkov's argument and super-Poincar{\'e} inequalities, direct approach via L1-logarithmic Sobolev inequalities. We also give various examples where the obtained bounds are quite sharp. Recent bounds obtained by Lee-Vempala in the logconcave bounded case are refined for radial measures.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
