Poincar\'e inequality and the Lp convergence of semi-groups
Patrick Cattiaux (IMT), Arnaud Guillin, Cyril Roberto (LAMA)

TL;DR
This paper establishes that for certain symmetric diffusion processes, the Poincaré inequality is equivalent to exponential convergence of their semi-groups in various L^p spaces, with some extensions to non-symmetric cases.
Contribution
It proves the equivalence between Poincaré inequality and exponential semi-group convergence in L^p spaces for symmetric Markov processes, extending to non-symmetric stationary cases.
Findings
Poincaré inequality implies exponential convergence in L^p spaces.
Equivalence between Poincaré inequality and semi-group convergence.
Extension to non-symmetric stationary processes.
Abstract
We prove that for symmetric Markov processes of diffusion type admitting a "carr\'e du champ", the Poincar\'e inequality is equivalent to the exponential convergence of the associated semi-group in one (resp. all) spaces for . Part of this result extends to the stationary non necessarily symmetric situation.
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 · Mathematical Dynamics and Fractals · advanced mathematical theories
