Jean Barbier
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Year
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula
J Barbier, M Dia, N Macris, F Krzakala, T Lesieur, L Zdeborova
Neural Information Processing Systems (NIPS), 2016, Barcelona, ES., 2016
108*2016
Optimal errors and phase transitions in high-dimensional generalized linear models
J Barbier, F Krzakala, N Macris, L Miolane, L Zdeborová
Proceedings of the National Academy of Sciences 116 (12), 5451-5460, 2019
99*2019
The Mutual Information in Random Linear Estimation
J Barbier, M Dia, N Macris, F Krzakala
54th Annual Allerton Conference on Communication, Control, and Computing, 2016
682016
Entropy and mutual information in models of deep neural networks
M Gabrié, A Manoel, C Luneau, J Barbier, N Macris, F Krzakala, ...
Neural Information Processing Systems (NIPS), 2018, Montréal, CA., 2018
632018
The adaptive interpolation method: A simple scheme to prove replica formulas in Bayesian inference
J Barbier, N Macris
Probability Theory and Related Fields, 174, 1133-1185, 2017
63*2017
Approximate message-passing decoder and capacity-achieving sparse superposition codes
J Barbier, F Krzakala
IEEE Transactions on Information Theory 63, 4894 - 4927, 2017
592017
Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes
J Barbier, C Schülke, F Krzakala
Journal of Statistical Mechanics: Theory and Experiment 2015 (5), P05013, 2015
45*2015
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation
J Barbier, N Macris, M Dia, F Krzakala
IEEE Transactions on Information Theory 66, 4270 - 4303, 2020
422020
The Layered Structure of Tensor Estimation and its Mutual Information
J Barbier, N Macris, L Miolane
55th Annual Allerton Conference on Communication, Control, and Computing, 2017, 2017
402017
The committee machine: Computational to statistical gaps in learning a two-layers neural network
B Aubin, A Maillard, J Barbier, F Krzakala, N Macris, L Zdeborová
Neural Information Processing Systems (NIPS), 2018, Montréal, CA., 2018
342018
Replica Analysis and Approximate Message Passing Decoder for Superposition Codes
J Barbier, F Krzakala
IEEE International Symposium on Information Theory (ISIT), 2014, Honolulu, US., 2014
322014
The hard-core model on random graphs revisited
J Barbier, F Krzakala, L Zdeborová, P Zhang
ELC International Meeting on Inference, Computation, and Spin Glasses …, 2013
282013
Proof of Threshold Saturation for Spatially Coupled Sparse Superposition Codes
J Barbier, M Dia, N Macris
International Symposium on Information Theory (ISIT) 2016, Barcelona, Spain., 2016
252016
The Mutual Information in Random Linear Estimation Beyond iid Matrices
J Barbier, N Macris, A Maillard, F Krzakala
2018 IEEE International Symposium on Information Theory (ISIT), Vail, USA., 2018
232018
Threshold Saturation of Spatially Coupled Sparse Superposition Codes for All Memoryless Channels
J Barbier, M Dia, N Macris
2016 Information Theory Workshop (ITW), Cambridge, UK., 2016
212016
The adaptive interpolation method for proving replica formulas. Applications to the Curie-Weiss and Wigner spike models
J Barbier, N Macris
Journal of Physics A: Mathematical and Theoretical 52 (Disordered serendipity), 2019
202019
Compressed sensing of approximately-sparse signals: Phase transitions and optimal reconstruction
J Barbier, F Krzakala, M Mézard, L Zdeborová
50th Annual Allerton Conference on Communication, Control, and Computing …, 2012
202012
Optimal errors and phase transitions in high-dimensional generalized linear models
J Barbier, F Krzakala, N Macris, L Miolane, L Zdeborová
Conference On Learning Theory 75, 728-731, 2018
162018
Statistical physics and approximate message-passing algorithms for sparse linear estimation problems in signal processing and coding theory
J Barbier
Ecole Normale Supérieure de Paris et Université Paris Diderot, 2015
162015
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding
J Barbier, M Dia, N Macris
IEEE Transactions on Information Theory 65, 5618 - 5642, 2019
142019
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Articles 1–20