Quantitative stability for the Brascamp-Lieb inequality and moment measures
Jo\~ao Miguel Machado, Jo\~ao P.G. Ramos

TL;DR
This paper establishes sharp quantitative stability results for the Brascamp--Lieb inequality and moment measures, emphasizing the independence of stability constants from the convex functions involved, with potential broad applications.
Contribution
It introduces a novel stability constant for the Brascamp--Lieb inequality independent of the convex function, and provides uniform stability results for moment measures.
Findings
Sharp stability version for Brascamp--Lieb inequality
Stability results for moment measures are uniform
Stability constants are independent of the convex function
Abstract
By employing the recently obtained sharp stability versions of the Pr\'ekopa--Leindler inequality, we are able to obtain a sharp quantitative stability version for the Brascamp--Lieb inequality, as well as several different results on the stability of moment measures. As main features of our results, we highlight the independence of the stability constant for the Brascamp--Lieb inequality on the convex function considered, a completely novel feature. In the realm of moment measures, we highlight in the same vein that the stability results obtained are uniform, which we expect to be particularly valuable not only from a purely mathematical point of view, but also for applications.
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.
Taxonomy
TopicsPoint processes and geometric inequalities · Numerical methods in inverse problems · Optimization and Variational Analysis
