Mixed Moments for the Product of Ginibre Matrices
Nick Halmagyi, Shailesh Lal

TL;DR
This paper analyzes the spectral properties of products of Ginibre matrices, revealing that their mixed moments at large size are governed by non-crossing pairings and Fuss-Catalan numbers, with the ensemble exhibiting Gaussian behavior.
Contribution
It introduces a new approach to compute mixed moments of Ginibre matrix products, connecting them to non-crossing pairings and Fuss-Catalan combinatorics.
Findings
Mixed moments at large N are given by non-crossing pairings.
The ensemble of matrix products is Gaussian with a variance averaged over a multi-Wishart ensemble.
Fuss-Catalan numbers weight the enumeration of pairings in the moments calculation.
Abstract
We study the ensemble of a product of n complex Gaussian i.i.d. matrices. We find this ensemble is Gaussian with a variance matrix which is averaged over a multi-Wishart ensemble. We compute the mixed moments and find that at large , they are given by an enumeration of non-crossing pairings weighted by Fuss-Catalan numbers.
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 · Advanced Combinatorial Mathematics · Bayesian Methods and Mixture Models
