We consider the standard overlap Oij:=〈rj,ri〉〈lj,li〉 of any bi-orthogonal family of left and right eigenvectors of a large random matrix X with centred i.i.d. entries and we prove that it decays as an inverse second power of the distance between the corresponding eigenvalues. This extends similar results for the complex Gaussian ensemble from Bourgade and Dubach [15], as well as Benaych-Georges and Zeitouni [13], to any i.i.d. matrix ensemble in both symmetry classes. As a main tool, we prove a two-resolvent local law for the Hermitisation of X uniformly in the spectrum with optimal decay rate and optimal dependence on the density near the spectral edge.

Cipolloni, G., Erdős, L., Xu, Y. (2026). Optimal decay of eigenvector overlap for non-Hermitian random matrices. JOURNAL OF FUNCTIONAL ANALYSIS, 290(1) [10.1016/j.jfa.2025.111180].

Optimal decay of eigenvector overlap for non-Hermitian random matrices

Cipolloni, Giorgio;
2026-01-01

Abstract

We consider the standard overlap Oij:=〈rj,ri〉〈lj,li〉 of any bi-orthogonal family of left and right eigenvectors of a large random matrix X with centred i.i.d. entries and we prove that it decays as an inverse second power of the distance between the corresponding eigenvalues. This extends similar results for the complex Gaussian ensemble from Bourgade and Dubach [15], as well as Benaych-Georges and Zeitouni [13], to any i.i.d. matrix ensemble in both symmetry classes. As a main tool, we prove a two-resolvent local law for the Hermitisation of X uniformly in the spectrum with optimal decay rate and optimal dependence on the density near the spectral edge.
2026
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore MATH-04/A - Fisica matematica
Settore MATH-03/B - Probabilità e statistica matematica
English
Con Impact Factor ISI
Characteristic flow
Dyson Brownian motion
Multi-resolvent local law
Zigzag strategy
Cipolloni, G., Erdős, L., Xu, Y. (2026). Optimal decay of eigenvector overlap for non-Hermitian random matrices. JOURNAL OF FUNCTIONAL ANALYSIS, 290(1) [10.1016/j.jfa.2025.111180].
Cipolloni, G; Erdős, L; Xu, Y
Articolo su rivista
File in questo prodotto:
File Dimensione Formato  
1-s2.0-S0022123625003623-main.pdf

accesso aperto

Tipologia: Versione Editoriale (PDF)
Licenza: Creative commons
Dimensione 2.45 MB
Formato Adobe PDF
2.45 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/438943
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact