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20152025
most citedNonlinear large deviation bounds with applications to traces of Wigner matrices and cycles counts in Erdös-Renyi graphs

21 citations · 21 across the 5 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

math.PR2019

Large deviations for the largest eigenvalue of sub-Gaussian matrices

Fanny Augeri, Alice Guionnet, Jonathan Husson

We establish large deviations estimates for the largest eigenvalue of Wigner matrices with sub-Gaussian entries. Under technical assumptions, we show that the large deviation behav…

math.PR2019

A transportation approach to the mean-field approximation

Fanny Augeri

We develop transportation-entropy inequalities which are saturated for measures such that their log-density with respect to the background measure is an affine function, in the set…