Phi-entropy inequalities and Fokker-Planck equations
Fran\c{c}ois Bolley (CEREMADE), Ivan Gentil (CEREMADE)

TL;DR
This paper introduces new Phi-entropy inequalities for diffusion semigroups that include the Gaussian isoperimetric function, with applications to analyzing the long-term behavior of Fokker-Planck equation solutions.
Contribution
It provides novel Phi-entropy inequalities under curvature-dimension conditions, extending understanding of diffusion semigroups and their long-term dynamics.
Findings
Derived new Phi-entropy inequalities including Gaussian isoperimetric function
Applied inequalities to study long-time behavior of Fokker-Planck solutions
Enhanced theoretical framework for diffusion semigroup analysis
Abstract
We present new -entropy inequalities for diffusion semigroups under the curvature-dimension criterion. They include the isoperimetric function of the Gaussian measure. Applications to the long time behaviour of solutions to Fokker-Planck equations are given.
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.
