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Lenka Zdeborová
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Publications
- 2019
- [c35]Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová:
Blind Calibration for Sparse Regression: A State Evolution Analysis. CAMSAP 2019: 649-653 - [i85]Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová:
Blind calibration for compressed sensing: State evolution and an online algorithm. CoRR abs/1910.00285 (2019) - 2018
- [c30]Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová:
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models. COLT 2018: 728-731 - [c29]Marylou Gabrié, Andre Manoel, Clément Luneau, Jean Barbier, Nicolas Macris, Florent Krzakala, Lenka Zdeborová:
Entropy and mutual information in models of deep neural networks. NeurIPS 2018: 1826-1836 - [c28]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: 3227-3238 - [i80]Marylou Gabrié, Andre Manoel, Clément Luneau, Jean Barbier, Nicolas Macris, Florent Krzakala, Lenka Zdeborová:
Entropy and mutual information in models of deep neural networks. CoRR abs/1805.09785 (2018) - [i78]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) - [i74]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Lenka Zdeborová:
Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method. CoRR abs/1812.02537 (2018) - 2017
- [i66]Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová:
Phase Transitions, Optimal Errors and Optimality of Message-Passing in Generalized Linear Models. CoRR abs/1708.03395 (2017) - 2016
- [c19]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová:
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula. NIPS 2016: 424-432 - [i60]Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová:
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula. CoRR abs/1606.04142 (2016) - 2013
- [c5]Jean Barbier, Florent Krzakala, Lenka Zdeborová, Pan Zhang:
Robust error correction for real-valued signals via message-passing decoding and spatial coupling. ITW 2013: 1-5 - [i31]Jean Barbier, Florent Krzakala, Lenka Zdeborová, Pan Zhang:
Robust error correction for real-valued signals via message-passing decoding and spatial coupling. CoRR abs/1304.6599 (2013) - [i30]Jean Barbier, Florent Krzakala, Lenka Zdeborová, Pan Zhang:
The hard-core model on random graphs revisited. CoRR abs/1306.4121 (2013) - 2012
- [c3]Jean Barbier, Florent Krzakala, Marc Mézard, Lenka Zdeborová:
Compressed sensing of approximately-sparse signals: Phase transitions and optimal reconstruction. Allerton Conference 2012: 800-807 - [i24]Jean Barbier, Florent Krzakala, Marc Mézard, Lenka Zdeborová:
Compressed Sensing of Approximately-Sparse Signals: Phase Transitions and Optimal Reconstruction. CoRR abs/1207.2079 (2012)
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