113 citations · 392 across the 22 of their papers we have counts for
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cs.IT2020★ 1 cited
Construction of optimal spectral methods in phase retrieval
Antoine Maillard, Florent Krzakala, Yue M. Lu +1
We consider the phase retrieval problem, in which the observer wishes to recover a -dimensional real or complex signal from the (possibly noisy) observation o…
cond-mat.stat-mech2020★ 5 cited
Large deviations of extreme eigenvalues of generalized sample covariance matrices
Antoine Maillard
We present an analytical technique to compute the probability of rare events in which the largest eigenvalue of a random matrix is atypically large (i.e.\ the right tail of its lar…
math.ST2020★ 22 cited
Phase retrieval in high dimensions: Statistical and computational phase transitions
Antoine Maillard, Bruno Loureiro, Florent Krzakala +1
We consider the phase retrieval problem of reconstructing a -dimensional real or complex signal from (possibly noisy) observations $Y_μ= | \sum_{i=1}^n…