Alice Guionnet

activity

20232025

most citedLarge deviation principle for the largest eigenvalue of random matrices with a variance profile

2 citations · 3 across the 7 of their papers we have counts for

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math.PR2025

LDP for the largest eigenvalue of Kronecker random matrices

Alice Guionnet, Jonathan Husson, Jana Reker

We prove a large deviations principle for the largest eigenvalue of Gaussian Kronecker matrices, namely matrices defined as the sum of tensors of independent Gaussian matrices in t…

math.PR2025

Global law of conjugate kernel random matrices with heavy-tailed weights

Alice Guionnet, Vanessa Piccolo

We study the asymptotic spectral distribution of the conjugate kernel random matrix $Y Y^{⊤}$ , where $Y = f (W X)$ arises from a two-layer neural network model. We consider the settin…