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Injectivity of ReLU networks: perspectives from statistical physics
Antoine Maillard, Afonso S Bandeira, David Belius, Ivan Dokmanić, Shuta Nakajima
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Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial
Jonathan Dong, Lorenzo Valzania, Antoine Maillard, Thanh-an Pham, Sylvain Gigan, Michael Unser
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On free energy barriers in Gaussian priors and failure of MCMC for high-dimensional unimodal distributions
Afonso S Bandeira, Antoine Maillard, Richard Nickl, Sven Wang
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Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising
Antoine Maillard, Florent Krzakala, Marc Mézard, Lenka Zdeborová
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A remark on Kashin’s discrepancy argument and partial coloring in the Komlós conjecture
Afonso S Bandeira, Antoine Maillard, Nikita Zhivotovskiy
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Large deviations of extreme eigenvalues of generalized sample covariance matrices
Antoine Maillard
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Phase retrieval in high dimensions: Statistical and computational phase transitions
Antoine Maillard, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
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The spiked matrix model with generative priors
Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala, Lenka Zdeborová
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High-temperature expansions and message passing algorithms
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mézard, Lenka Zdeborová
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Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
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