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A traffic approach for profiled Pennington-Worah matrices

Probability 2024-09-23 v1

Abstract

We study macroscopic observables of large random matrices introduced by Pennington and Worah, defined by applying entry wise a non linear function on a product of matrices with independent entries. We allow the variance of the entries of the matrices to vary from entry to entry. We complement P\'ech\'e perspective from [Electron. Commun. Probab. 24 (2019)] showing a decomposition of these matrices whose and traffic asymptotic traffic-equivalent for their ingredients, when the activation function belongs to the space of odd polynomials. This give a new interpretation of the linear plus chaos phenomenon observed for these matrices.

Keywords

Cite

@article{arxiv.2409.13433,
  title  = {A traffic approach for profiled Pennington-Worah matrices},
  author = {Issa Dabo and Camille Male},
  journal= {arXiv preprint arXiv:2409.13433},
  year   = {2024}
}

Comments

47 pages, 4 figures

R2 v1 2026-06-28T18:51:17.777Z