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Antoine Maillard
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2020 – today
- 2024
- [j3]Antoine Maillard
, Dmitriy Kunisky
Fitting an Ellipsoid to Random Points: Predictions Using the Replica Method. IEEE Trans. Inf. Theory 70(10): 7273-7296 (2024) - [i18]Antoine Maillard, Emanuele Troiani, Simon Martin, Florent Krzakala, Lenka Zdeborová:
Bayes-optimal learning of an extensive-width neural network from quadratically many samples. CoRR abs/2408.03733 (2024) - [i17]Antoine Maillard:
Average-case matrix discrepancy: satisfiability bounds. CoRR abs/2410.17887 (2024) - [i16]Vittorio Erba, Emanuele Troiani, Luca Biggio, Antoine Maillard, Lenka Zdeborová:
Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens. CoRR abs/2410.18858 (2024) - 2023
- [j2]Jonathan Dong
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. IEEE Signal Process. Mag. 40(1): 45-57 (2023) - [i15]Antoine Maillard, Afonso S. Bandeira, David Belius
Injectivity of ReLU networks: perspectives from statistical physics. CoRR abs/2302.14112 (2023) - [i14]Afonso S. Bandeira, Antoine Maillard, Shahar Mendelson, Elliot Paquette:
Fitting an ellipsoid to a quadratic number of random points. CoRR abs/2307.01181 (2023) - [i13]Antoine Maillard, Dmitriy Kunisky:
Fitting an ellipsoid to random points: predictions using the replica method. CoRR abs/2310.01169 (2023) - [i12]Antoine Maillard, Afonso S. Bandeira:
Exact threshold for approximate ellipsoid fitting of random points. CoRR abs/2310.05787 (2023) - 2022
- [c7]Emanuele Troiani, Vittorio Erba, Florent Krzakala
Optimal denoising of rotationally invariant rectangular matrices. MSML 2022: 97-112 - [i11]Emanuele Troiani, Vittorio Erba, Florent Krzakala
Optimal denoising of rotationally invariant rectangular matrices. CoRR abs/2203.07752 (2022) - [i10]Afonso S. Bandeira, Antoine Maillard, Nikita Zhivotovskiy:
A remark on Kashin's discrepancy argument and partial coloring in the Komlós conjecture. CoRR abs/2206.08734 (2022) - [i9]Afonso S. Bandeira, Antoine Maillard, Richard Nickl, Sven Wang:
On free energy barriers in Gaussian priors and failure of MCMC for high-dimensional unimodal distributions. CoRR abs/2209.02001 (2022) - 2021
- [j1]Benjamin Aubin
The Spiked Matrix Model With Generative Priors. IEEE Trans. Inf. Theory 67(2): 1156-1181 (2021) - [c6]Antoine Maillard, Florent Krzakala
Construction of optimal spectral methods in phase retrieval. MSML 2021: 693-720 - [i8]Antoine Maillard, Florent Krzakala, Marc Mézard, Lenka Zdeborová:
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising. CoRR abs/2110.08775 (2021) - 2020
- [c5]Antoine Maillard, Gérard Ben Arous, Giulio Biroli:
Landscape Complexity for the Empirical Risk of Generalized Linear Models. MSML 2020: 287-327 - [c4]Antoine Maillard, Bruno Loureiro, Florent Krzakala
Phase retrieval in high dimensions: Statistical and computational phase transitions. NeurIPS 2020 - [i7]Antoine Maillard
Phase retrieval in high dimensions: Statistical and computational phase transitions. CoRR abs/2006.05228 (2020) - [i6]Antoine Maillard
Construction of optimal spectral methods in phase retrieval. CoRR abs/2012.04524 (2020)
2010 – 2019
- 2019
- [c3]Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala
The spiked matrix model with generative priors. NeurIPS 2019: 8364-8375 - [i5]Benjamin Aubin, Bruno Loureiro
The spiked matrix model with generative priors. CoRR abs/1905.12385 (2019) - [i4]Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mézard, Lenka Zdeborová:
High-temperature Expansions and Message Passing Algorithms. CoRR abs/1906.08479 (2019) - [i3]Antoine Maillard
Landscape Complexity for the Empirical Risk of Generalized Linear Models. CoRR abs/1912.02143 (2019) - 2018
- [c2]Jean Barbier
The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. ISIT 2018: 1390-1394 - [c1]Benjamin Aubin, Antoine Maillard, Jean Barbier, Florent Krzakala
The committee machine: Computational to statistical gaps in learning a two-layers neural network. NeurIPS 2018: 3227-3238 - [i2]Jean Barbier, Nicolas Macris, Antoine Maillard, Florent Krzakala:
The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. CoRR abs/1802.08963 (2018) - [i1]Benjamin Aubin, Antoine Maillard, Jean Barbier, Florent Krzakala, Nicolas Macris, Lenka Zdeborová:
The committee machine: Computational to statistical gaps in learning a two-layers neural network. CoRR abs/1806.05451 (2018)
Coauthor Index
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