Biharmonic functions on groups and limit theorems for quasimorphisms along random walks
Michael Bj\"orklund, Tobias Hartnick

TL;DR
This paper establishes that quasimorphisms on groups can be approximated by quasi-biharmonic functions, enabling the derivation of limit theorems for random walks on groups using martingale techniques.
Contribution
It introduces a general approximation of quasimorphisms by quasi-biharmonic functions and applies classical martingale theorems to derive limit laws for random walks.
Findings
Non-degenerate central limit theorems for quasimorphisms
Laws of the iterated logarithm for quasimorphisms
Integral representations via martingale convergence
Abstract
We show for very general classes of measures on locally compact second countable groups that every Borel measurable quasimorphism is at bounded distance from a quasi-biharmonic one. This allows us to deduce non-degenerate central limit theorems and laws of the iterated logarithm for such quasimorphisms along regular random walks on topological groups using classical martingale limit theorems of Billingsley and Stout. For quasi-biharmonic quasimorphism on countable groups we also obtain integral representations using martingale convergence.
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.
