On the integral kernels of derivatives of the Ornstein-Uhlenbeck semigroup
Jonas Teuwen

TL;DR
This paper derives explicit formulas for the integral kernels of derivatives of the Ornstein-Uhlenbeck semigroup using Hermite polynomial expansions, providing an alternative proof of existing kernel estimates.
Contribution
It introduces a closed-form expression for these kernels by expanding the Mehler kernel into Hermite polynomials and applying powers of the Ornstein-Uhlenbeck operator.
Findings
Explicit kernel formulas for derivatives of the Ornstein-Uhlenbeck semigroup
Alternative proof of kernel estimates by Portal (2014)
All relevant quantities made explicit
Abstract
This paper presents a closed-form expression for the integral kernels associated with the derivatives of the Ornstein-Uhlenbeck semigroup . Our approach is to expand the Mehler kernel into Hermite polynomials and applying the powers of the Ornstein-Uhlenbeck operator to it, where we exploit the fact that the Hermite polynomials are eigenfunctions for . As an application we give an alternative proof of the kernel estimates by Portal [2014], making all relevant quantities explicit.
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.
