Freeness over the diagonal and global fluctuations of complex Wigner matrices
Camille Male

TL;DR
This paper investigates the second order distributional limits of complex Wigner matrices using free probability concepts, providing a framework for understanding their fluctuations and extending existing notions of freeness.
Contribution
It extends the theory of second order freeness to operator-valued variables and characterizes the fluctuations of complex Wigner matrices over the diagonal.
Findings
Characterization of second order limits for complex Wigner matrices
Extension of second order freeness to operator-valued variables
Universal fluctuation rules for Gaussian Wigner matrices
Abstract
We characterize the limiting second order distributions of certain independent complex Wigner and deterministic matrices using Voiculescu's notions of freeness over the diagonal. If the Wigner matrices are Gaussian, Mingo and Speicher's notion of second order freeness gives a universal rule, in terms of marginal first and second order distribution. We adapt and reformulate this notion for operator-valued random variables in a second order probability space. The Wigner matrices are assumed to be permutation invariant with null pseudo variance and the deterministic matrices to satisfy a restrictive property
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 Algebra and Geometry · Advanced Mathematical Identities
