On The Cutoff Phenomenon For Dyson-Jacobi Processes
Samuel Chan-Ashing (CEREMADE, CMAP, ASCII)

TL;DR
This paper investigates the rapid convergence to equilibrium of Dyson-Jacobi processes, revealing a cutoff phenomenon and providing explicit mixing times through geometric and analytical techniques.
Contribution
It establishes the occurrence of a cutoff phenomenon for Dyson-Jacobi processes and derives explicit formulas for mixing times using geometric and curvature-based methods.
Findings
Confirmed the cutoff phenomenon for Dyson-Jacobi processes.
Derived explicit formulas for mixing times.
Applied geometric methods to analyze convergence.
Abstract
We study the convergence to equilibrium of the Dyson-Jacobi process, a system of n interacting particles on the segment [0, 1] arising from Random Matrix Theory. We establish the occurence of a cutoff phenomenon for the intrinsic Wasserstein distance and provide an explicit formula for the associated mixing time. Our approach relies on the interplay between the Riemannian geometry of the process and a flattened Euclidean representation obtained via a diffeomorphic deformation. This transformation allows us to transfer curvature-dimension inequalities from the Euclidean setting to the original space, thereby yielding sharp quantitative estimates.
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
TopicsRandom Matrices and Applications · Markov Chains and Monte Carlo Methods · Point processes and geometric inequalities
