On Convergence of Random Walks on Moduli Space
Roland Prohaska

TL;DR
This paper proves the convergence of random walks on the moduli space of Abelian differentials, showing that distributions and paths tend to the affine invariant measure, extending results known for homogeneous spaces.
Contribution
It establishes the convergence of random walks on moduli space in two modes, generalizing known homogeneous space results to this setting.
Findings
Almost every random walk converges to the affine invariant measure.
Distribution of n-step walks approaches the affine invariant measure.
Pathwise equidistribution occurs on the orbit closure.
Abstract
The purpose of this note is to establish convergence of random walks on the moduli space of Abelian differentials on compact Riemann surfaces in two different modes: convergence of the -step distributions from almost every starting point in an affine invariant submanifold towards the associated affine invariant measure, and almost sure pathwise equidistribution towards the affine invariant measure on the -orbit closure of an arbitrary starting point. These are analogues to previous results for random walks on homogeneous spaces.
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.
