Coupling property and gradient estimates of L\'{e}vy processes via the symbol
Ren\'e L. Schilling, Pawe{\l} Sztonyk, Jian Wang

TL;DR
This paper establishes coupling properties and gradient estimates for Lévy processes using their symbols, applicable to various classes including stable and tempered stable processes, based on asymptotic behavior of the characteristic exponent.
Contribution
It provides explicit coupling and gradient estimates for Lévy processes derived from the asymptotic behavior of their symbols, broadening understanding of their transition semigroups.
Findings
Explicit coupling property derived for Lévy processes.
Gradient estimates for transition semigroups established.
Applicable to a wide class of Lévy processes, including stable and tempered stable types.
Abstract
We derive explicitly the coupling property for the transition semigroup of a L\'{e}vy process and gradient estimates for the associated semigroup of transition operators. This is based on the asymptotic behaviour of the symbol or the characteristic exponent near zero and infinity, respectively. Our results can be applied to a large class of L\'{e}vy processes, including stable L\'{e}vy processes, layered stable processes, tempered stable processes and relativistic stable processes.
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.
