Jean Barbier
Jean Barbier
The Abdus Salam International Center for Theoretical Physics
Verified email at ictp.it - Homepage
TitleCited byYear
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
75*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
50*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
482016
Approximate message-passing decoder and capacity-achieving sparse superposition codes
J Barbier, F Krzakala
IEEE transactions on information theory, 2015
462015
The adaptive interpolation method: A simple scheme to prove replica formulas in Bayesian inference
J Barbier, N Macris
Probability Theory and Related Fields, 2017
39*2017
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
37*2015
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
302018
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation
J Barbier, N Macris, M Dia, F Krzakala
292017
Replica Analysis and Approximate Message Passing Decoder for Superposition Codes
J Barbier, F Krzakala
2014 IEEE International Symposium on Information Theory, 2014
282014
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
252013
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
222017
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
Threshold Saturation of Spatially Coupled Sparse Superposition Codes for All Memoryless Channels
J Barbier, M Dia, N Macris
2016 Information Theory Workshop (ITW), Cambridge, United Kingdom., 2016
192016
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
192016
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
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
142018
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
102018
Universal Sparse Superposition Codes with Spatial Coupling and GAMP Decoding
J Barbier, M Dia, N Macris
IEEE transactions on information theory, 2017
92017
Adaptive Path Interpolation for Sparse Systems: Application to a Simple Censored Block Model
J Barbier, CL Chan, N Macris
2018 IEEE International Symposium on Information Theory (ISIT), Vail, USA., 2018
82018
Generalized Approximate Message-Passing Decoder for Universal Sparse Superposition Codes
E Biyik, J Barbier, D Mohamad
International Symposium on Information Theory (ISIT) 2017, Aachen, Germany., 2017
72017
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Articles 1–20