Antoine Maillard
Antoine Maillard
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2023
2022
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2015
Afonso S Bandeira
,
Antoine Maillard
,
Shahar Mendelson
,
Elliot Paquette
(2023).
Fitting an ellipsoid to a quadratic number of random points
.
arXiv preprint arXiv:2307.01181
.
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Antoine Maillard
,
Afonso S Bandeira
,
David Belius
,
Ivan Dokmanić
,
Shuta Nakajima
(2023).
Injectivity of ReLU networks: perspectives from statistical physics
.
arXiv preprint arXiv:2302.14112
.
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Jonathan Dong
,
Lorenzo Valzania
,
Antoine Maillard
,
Thanh-an Pham
,
Sylvain Gigan
,
Michael Unser
(2023).
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial
.
IEEE Signal Processing Magazine
.
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Afonso S Bandeira
,
Antoine Maillard
,
Richard Nickl
,
Sven Wang
(2023).
On free energy barriers in Gaussian priors and failure of cold start MCMC for high-dimensional unimodal distributions
.
Philosophical Transactions of the Royal Society A
.
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Emanuele Troiani
,
Vittorio Erba
,
Florent Krzakala
,
Antoine Maillard
,
Lenka Zdeborová
(2022).
Optimal denoising of rotationally invariant rectangular matrices
.
Mathematical and Scientific Machine Learning
.
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Antoine Maillard
,
Florent Krzakala
,
Marc Mézard
,
Lenka Zdeborová
(2022).
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising
.
Journal of Statistical Mechanics: Theory and Experiment
.
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Afonso S Bandeira
,
Antoine Maillard
,
Nikita Zhivotovskiy
(2022).
A remark on Kashin’s discrepancy argument and partial coloring in the Komlós conjecture
.
Portugaliae Mathematica
.
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Antoine Maillard
,
Florent Krzakala
,
Yue M Lu
,
Lenka Zdeborová
(2022).
Construction of optimal spectral methods in phase retrieval
.
Mathematical and Scientific Machine Learning
.
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Antoine Maillard
(2021).
Fundamental limits of high-dimensional estimation
.
PhD Thesis
.
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Antoine Maillard
(2021).
Large deviations of extreme eigenvalues of generalized sample covariance matrices
.
EPL (Europhysics Letters)
.
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Antoine Maillard
,
Bruno Loureiro
,
Florent Krzakala
,
Lenka Zdeborová
(2020).
Phase retrieval in high dimensions: Statistical and computational phase transitions
.
NeurIPS 2020
.
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Benjamin Aubin
,
Bruno Loureiro
,
Antoine Maillard
,
Florent Krzakala
,
Lenka Zdeborová
(2020).
The spiked matrix model with generative priors
.
IEEE Transactions on Information Theory
.
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Antoine Maillard
,
Gérard Ben Arous
,
Giulio Biroli
(2020).
Landscape complexity for the empirical risk of generalized linear models
.
Mathematical and Scientific Machine Learning
.
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Antoine Maillard
,
Laura Foini
,
Alejandro Lage Castellanos
,
Florent Krzakala
,
Marc Mézard
,
Lenka Zdeborová
(2019).
High-temperature expansions and message passing algorithms
.
Journal of Statistical Mechanics: Theory and Experiment
.
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Corentin Bertrand
,
Olivier Parcollet
,
Antoine Maillard
,
Xavier Waintal
(2019).
Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
.
Physical Review B
.
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Benjamin Aubin
,
Antoine Maillard
,
Jean Barbier
,
Florent Krzakala
,
Nicolas Macris
,
Lenka Zdeborová
(2019).
The committee machine: computational to statistical gaps in learning a two-layers neural network
.
Journal of Statistical Mechanics: Theory and Experiment
.
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M Schenk
,
X Buffat
,
K Li
,
A Maillard
(2018).
Vlasov description of the effects of nonlinear chromaticity on transverse coherent beam instabilities
.
Physical Review Accelerators and Beams
.
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Jean Barbier
,
Nicolas Macris
,
Antoine Maillard
,
Florent Krzakala
(2018).
The mutual information in random linear estimation beyond iid matrices
.
2018 IEEE International Symposium on Information Theory (ISIT)
.
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Michael Schenk
,
Xavier Buffat
,
Lee Carver
,
Kevin Li
,
Antoine Maillard
,
Elias Métral
(2018).
Experiments and Theory on Beam Stabilization with Second-Order Chromaticity
.
61st ICFA ABDW on High-Intensity and High-Brightness Hadron Beams (HB'18), Daejeon, Korea, 17-22 June 2018
.
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Stephen R Green
,
Antoine Maillard
,
Luis Lehner
,
Steven L Liebling
(2015).
Islands of stability and recurrence times in AdS
.
Physical Review D
.
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