Antoine Maillard

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 24

Top Topics

Generalized Linear Models

Statistical Physics

Top Venues

IEEE Trans. Inf. Theory

Publications

Afonso S. Bandeira, Antoine Maillard, Shahar Mendelson, Elliot Paquette
Fitting an ellipsoid to a quadratic number of random points. CoRR (2023)
Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-An Pham, Sylvain Gigan, Michael Unser
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. IEEE Signal Process. Mag. 40 (1) (2023)
Antoine Maillard, Afonso S. Bandeira, David Belius, Ivan Dokmanic, Shuta Nakajima
Injectivity of ReLU networks: perspectives from statistical physics. CoRR (2023)
Antoine Maillard, Dmitriy Kunisky
Fitting an ellipsoid to random points: predictions using the replica method. CoRR (2023)
Antoine Maillard, Afonso S. Bandeira
Exact threshold for approximate ellipsoid fitting of random points. CoRR (2023)
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 (2022)
Emanuele Troiani, Vittorio Erba, Florent Krzakala, Antoine Maillard, Lenka Zdeborová
Optimal denoising of rotationally invariant rectangular matrices. CoRR (2022)
Emanuele Troiani, Vittorio Erba, Florent Krzakala, Antoine Maillard, Lenka Zdeborová
Optimal denoising of rotationally invariant rectangular matrices. MSML (2022)
Afonso S. Bandeira, Antoine Maillard, Nikita Zhivotovskiy
A remark on Kashin's discrepancy argument and partial coloring in the Komlós conjecture. CoRR (2022)
Antoine Maillard, Florent Krzakala, Marc Mézard, Lenka Zdeborová
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising. CoRR (2021)
Antoine Maillard, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
Construction of optimal spectral methods in phase retrieval. MSML (2021)
Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala, Lenka Zdeborová
The Spiked Matrix Model With Generative Priors. IEEE Trans. Inf. Theory 67 (2) (2021)
Antoine Maillard, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
Construction of optimal spectral methods in phase retrieval. CoRR (2020)
Antoine Maillard, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
Phase retrieval in high dimensions: Statistical and computational phase transitions. NeurIPS (2020)
Antoine Maillard, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
Phase retrieval in high dimensions: Statistical and computational phase transitions. CoRR (2020)
Antoine Maillard, Gérard Ben Arous, Giulio Biroli
Landscape Complexity for the Empirical Risk of Generalized Linear Models. MSML (2020)
Antoine Maillard, Gérard Ben Arous, Giulio Biroli
Landscape Complexity for the Empirical Risk of Generalized Linear Models. CoRR (2019)
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mézard, Lenka Zdeborová
High-temperature Expansions and Message Passing Algorithms. CoRR (2019)
Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala, Lenka Zdeborová
The spiked matrix model with generative priors. CoRR (2019)
Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala, Lenka Zdeborová
The spiked matrix model with generative priors. NeurIPS (2019)
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 (2018)
Jean Barbier, Nicolas Macris, Antoine Maillard, Florent Krzakala
The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. ISIT (2018)
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. NeurIPS (2018)
Jean Barbier, Nicolas Macris, Antoine Maillard, Florent Krzakala
The Mutual Information in Random Linear Estimation Beyond i.i.d. Matrices. CoRR (2018)