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Antoine Maillard
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The committee machine: Computational to statistical gaps in learning a two-layers neural network
B Aubin, A Maillard, J Barbier, F Krzakala, N Macris, L Zdeborová
Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124023, 2019
662019
Islands of stability and recurrence times in AdS
SR Green, A Maillard, L Lehner, SL Liebling
Physical Review D 92 (8), 084001, 2015
612015
The mutual information in random linear estimation beyond iid matrices
J Barbier, N Macris, A Maillard, F Krzakala
2018 IEEE International Symposium on Information Theory (ISIT), 1390-1394, 2018
492018
The spiked matrix model with generative priors
B Aubin, B Loureiro, A Maillard, F Krzakala, L Zdeborová
IEEE Transactions on Information Theory 67 (2), 1156-1181, 2020
362020
Phase retrieval in high dimensions: Statistical and computational phase transitions
A Maillard, B Loureiro, F Krzakala, L Zdeborová
Advances in Neural Information Processing Systems 33, 11071-11082, 2020
222020
Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
C Bertrand, O Parcollet, A Maillard, X Waintal
Physical Review B 100 (12), 125129, 2019
222019
Landscape complexity for the empirical risk of generalized linear models
A Maillard, GB Arous, G Biroli
Mathematical and Scientific Machine Learning, 287-327, 2020
202020
High-temperature expansions and message passing algorithms
A Maillard, L Foini, AL Castellanos, F Krzakala, M Mézard, L Zdeborová
Journal of Statistical Mechanics: Theory and Experiment 2019 (11), 113301, 2019
192019
Vlasov description of the effects of nonlinear chromaticity on transverse coherent beam instabilities
M Schenk, X Buffat, K Li, A Maillard
Physical Review Accelerators and Beams 21 (8), 084402, 2018
162018
Construction of optimal spectral methods in phase retrieval
A Maillard, F Krzakala, YM Lu, L Zdeborová
Mathematical and Scientific Machine Learning, 693-720, 2022
72022
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising
A Maillard, F Krzakala, M Mézard, L Zdeborová
arXiv preprint arXiv:2110.08775, 2021
52021
Large deviations of extreme eigenvalues of generalized sample covariance matrices
A Maillard
EPL (Europhysics Letters) 133 (2), 20005, 2021
42021
RF Quadrupole Structures for Transverse Landau Damping in Circular Accelerators
M Schenk, X Buffat, LR Carver, A Grudiev, K Li, A Maillard, E Métral, ...
Proc. of International Particle Accelerator Conference, 2516-2519, 2017
32017
Experiments and theory on beam stabilization with second-order chromaticity
M Schenk, X Buffat, LR Carver, K Li, E Métral
Proc. of ICFA Advanced Beam Dynamics Workshop on High-Intensity and High …, 2018
22018
Advanced Landau damping with radio-frequency quadrupoles or nonlinear chromaticity
M Schenk, X Buffat, A Grudiev, K Li, E Métral, A Maillard
CERN Yellow Reports: Conference Proceedings 9, 60-60, 2020
12020
The Kac-Rice formula: basic definitions and a first application
A Maillard
12020
Phase Retrieval: From Computational Imaging to Machine Learning
J Dong, L Valzania, A Maillard, T Pham, S Gigan, M Unser
arXiv preprint arXiv:2204.03554, 2022
2022
Optimal denoising of rotationally invariant rectangular matrices
E Troiani, V Erba, F Krzakala, A Maillard, L Zdeborová
arXiv preprint arXiv:2203.07752, 2022
2022
Fundamental limits of high-dimensional estimation: a stroll between statistical physics, probability and random matrix theory
A Maillard
Université Paris sciences et lettres, 2021
2021
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Articles 1–19