Quenched universality for deformed Wigner matrices
arXiv:2106.10200 · doi:10.1007/s00440-022-01156-7
Abstract
Following E. Wigner's original vision, we prove that sampling the eigenvalue gaps within the bulk spectrum of a fixed (deformed) Wigner matrix yields the celebrated Wigner-Dyson-Mehta universal statistics with high probability. Similarly, we prove universality for a monoparametric family of deformed Wigner matrices with a deterministic Hermitian matrix and a fixed Wigner matrix , just using the randomness of a single scalar real random variable . Both results constitute quenched versions of bulk universality that has so far only been proven in annealed sense with respect to the probability space of the matrix ensemble.
Clarified the assumptions of Propositions 3.3 and 4.1
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