Sub-diffusive regimes for long range self-interacting path measures
Volker Betz, Tobias Schmidt, and Mark Sellke

TL;DR
This paper investigates how long-range self-interactions affect Brownian motion, providing bounds on variance based on interaction strength and decay rate, contributing to understanding complex stochastic processes.
Contribution
It introduces variance bounds for Brownian motion with long-range self-interactions, linking spatial interaction strength and decay order, a novel analytical approach.
Findings
Variance bounds depend on interaction strength and decay order
Long-range interactions significantly influence Brownian motion behavior
Provides a framework for analyzing self-interacting stochastic processes
Abstract
We study Brownian motion perturbed by a long range self-interaction. We provide variance bounds in terms of the spatial interaction strength and the order of time decay.
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 dynamics and bifurcation · Advanced Thermodynamics and Statistical Mechanics · Diffusion and Search Dynamics
