Path-dependent SDEs with jumps and irregular drift: well-posedness and Dirichlet properties
Elena Bandini (UNIBO), Francesco Russo (OC)

TL;DR
This paper investigates path-dependent stochastic differential equations with jumps and irregular drift, establishing existence and uniqueness of solutions, and exploring their Dirichlet process properties with new theoretical insights.
Contribution
It introduces a framework for analyzing path-dependent SDEs with distributional drift and jumps, providing novel results on their well-posedness and Dirichlet process characteristics.
Findings
Existence and uniqueness of solutions via a martingale problem
Examples of solutions that are not Dirichlet processes
New theoretical results on Dirichlet process class
Abstract
We discuss a concept of path-dependent SDE with distributional drift with possible jumps. We interpret it via a suitable martingale problem, for which we provide existence and uniqueness. The corresponding solutions are expected to be Dirichlet processes, nevertheless we give examples of solutions which do not fulfill this property. In the second part of the paper we indeed state and prove significant new results on the class of Dirichlet 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.
Taxonomy
TopicsStochastic processes and financial applications
