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Picture for Antoine Maillard

Phase retrieval in high dimensions: Statistical and computational phase transitions

Jun 09, 2020
Antoine Maillard, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová

* 11 pages (main text and references), 26 pages of supplementary material 

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Landscape Complexity for the Empirical Risk of Generalized Linear Models

Dec 04, 2019
Antoine Maillard, GĂ©rard Ben Arous, Giulio Biroli

* 17 pages and 18 pages appendix 

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The spiked matrix model with generative priors

May 30, 2019
Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala, Lenka Zdeborová

* 12 + 56, 8 figures, v2 lighter jpeg figures 

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The committee machine: Computational to statistical gaps in learning a two-layers neural network

Jun 14, 2018
Benjamin Aubin, Antoine Maillard, Jean Barbier, Florent Krzakala, Nicolas Macris, Lenka Zdeborová

* 16 pages + supplementary material, 2 figures 

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