Journal article

Correlation functions between singular values and eigenvalues

M Allard, M Kieburg

Random Matrices Theory and Application | Published : 2026

Abstract

Exploiting the explicit bijection between the density of singular values and the density of eigenvalues for bi-unitarily invariant complex random matrix ensembles of finite matrix size, we aim at finding the induced probability measure on j eigenvalues and k singular values that we coin j,k-point correlation measure. We find an expression for the 1,k-point correlation measure which simplifies drastically when assuming that the singular values follow a polynomial ensemble, yielding a closed formula in terms of the kernel corresponding to the determinantal point process of the singular value statistics. These expressions simplify even further when the singular values are drawn from a Pólya ens..

View full abstract

University of Melbourne Researchers