The Eigenvalue Point Process for Symmetric Group Permutation Representations on $k$-tuples
Benjamin Tsou

TL;DR
This paper investigates the eigenvalue distribution of symmetric group permutation representations on k-tuples under Ewens distribution, revealing the limiting point process and eigenvalue gap probabilities as the group size grows large.
Contribution
It introduces the limiting eigenvalue point process for symmetric group representations on k-tuples and provides a formula for eigenvalue gap probabilities, including a combinatorial method for coefficient calculation.
Findings
Derived the limiting eigenvalue point process as n approaches infinity.
Provided a formula for eigenvalue gap probabilities in the microscopic regime.
Developed a combinatorial procedure for computing series coefficients.
Abstract
Equip the symmetric group with the Ewens distribution. We study the eigenvalue point process of the permutation representation of on -tuples of distinct integers chosen from the set . Taking , we find the limiting point process in the microscopic regime, i.e. when the eigenvalue point process is viewed at the scale of the mean eigenvalue spacing. A formula for the limiting eigenvalue gap probability in an interval is also given. In certain cases, a power series representation exists and a combinatorial procedure is given for computing the coefficients.
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
TopicsBayesian Methods and Mixture Models · Stochastic processes and statistical mechanics · Random Matrices and Applications
