Characteristic polynomials of modified permutation matrices at microscopic scale
Valentin Bahier

TL;DR
This paper investigates the asymptotic behavior of characteristic polynomials of random permutation matrices and their modifications, revealing convergence to explicit limiting functions and connecting to Circular Unitary Ensemble results.
Contribution
It introduces new results on the limiting distribution of characteristic polynomials for modified permutation matrices under various measures, including Ewens' measures.
Findings
Characteristic polynomial converges to an explicit entire function
Results apply to matrices with entries replaced by i.i.d uniform variables
Connections established with Circular Unitary Ensemble
Abstract
We study the characteristic polynomial of random permutation matrices following some measures which are invariant by conjugation, including Ewens' measures which are one-parameter deformations of the uniform distribution on the permutation group. We also look at some modifications of permutation matrices where the entries equal to one are replaced by i.i.d uniform variables on the unit circle. Once appropriately normalized and scaled, we show that the characteristic polynomial converges in distribution on every compact subset of to an explicit limiting entire function, when the size of the matrices goes to infinity. Our findings can be related to results by Chhaibi, Najnudel and Nikeghbali on the limiting characteristic polynomial of the Circular Unitary Ensemble.
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.
