The Brownian Motion on Aff(R) and Quasi-Local Theorems
V Konakov, S Menozzi (LaMME), Stanislav Molchanov

TL;DR
This paper studies random walk approximations of Brownian motion on the affine group Aff(R), showing that integrating return probabilities near the origin restores polynomial decay, leading to a quasi-local theorem.
Contribution
It introduces a quasi-local theorem demonstrating how integrating return probabilities recovers polynomial decay in the discrete approximation of Brownian motion on Aff(R).
Findings
Return probabilities decay fractionally exponentially for discrete innovations.
Integrating return probabilities near the origin restores polynomial decay.
The quasi-local theorem links discrete walk behavior to continuous Brownian motion properties.
Abstract
This paper is concerned with Random walk approximations of the Brownian motion on the Affine group Aff(R). We are in particular interested in the case where the innovations are discrete. In this framework, the return probability of the walk have fractional exponential decay in large time, as opposed to the polynomial one of the continuous object. We prove that integrating those return probabilities on a suitable neighborhood of the origin, the expected polynomial decay is restored. This is what we call a Quasi-local theorem.
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 statistical mechanics · Mathematical Dynamics and Fractals · Random Matrices and Applications
