Jean Barbier
Orcid: 0000-0002-2652-6727Affiliations:
- International Center for Theoretical Physics, Trieste, Italy
According to our database1,
Jean Barbier
authored at least 57 papers
between 1996 and 2024.
Collaborative distances:
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Bibliography
2024
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise.
CoRR, 2024
CoRR, 2024
2023
Fundamental limits of overparametrized shallow neural networks for supervised learning.
CoRR, 2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise.
Proceedings of the IEEE International Symposium on Information Theory, 2023
2022
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation?
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Sparse superposition codes with rotational invariant coding matrices for memoryless channels.
Proceedings of the IEEE Information Theory Workshop, 2022
Sparse superposition codes under VAMP decoding with generic rotational invariant coding matrices.
Proceedings of the IEEE International Symposium on Information Theory, 2022
2021
Adaptive Path Interpolation Method for Sparse Systems: Application to a Censored Block Model.
IEEE Trans. Inf. Theory, 2021
Statistical limits of dictionary learning: random matrix theory and the spectral replica method.
CoRR, 2021
2020
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation.
IEEE Trans. Inf. Theory, 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
2019
IEEE Trans. Inf. Theory, 2019
CoRR, 2019
The adaptive interpolation method for proving replica formulas. Applications to the Curie-Weiss and Wigner spike models.
CoRR, 2019
Proceedings of the 2019 IEEE Information Theory Workshop, 2019
Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Concentration of the Matrix-Valued Minimum Mean-Square Error in Optimal Bayesian Inference.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Rank-one matrix estimation: analysis of algorithmic and information theoretic limits by the spatial coupling method.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
The committee machine: Computational to statistical gaps in learning a two-layers neural network.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Adaptive Path Interpolation for Sparse Systems: Application to a Simple Censored Block Model.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the Conference On Learning Theory, 2018
2017
Approximate Message-Passing Decoder and Capacity Achieving Sparse Superposition Codes.
IEEE Trans. Inf. Theory, 2017
Phase Transitions, Optimal Errors and Optimality of Message-Passing in Generalized Linear Models.
CoRR, 2017
The stochastic interpolation method: A simple scheme to prove replica formulas in Bayesian inference.
CoRR, 2017
Generalized approximate message-passing decoder for universal sparse superposition codes.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
I-MMSE relations in random linear estimation and a sub-extensive interpolation method.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Threshold saturation of spatially coupled sparse superposition codes for all memoryless channels.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Statistical physics and approximate message passing algorithms for sparse linear estimation problems in signal processing and coding theory. (Physique statistique et algorithme approximé de passage de messages pour les problèmes parcimonieux d'estimation linéaire en traitement du signal et théorie du codage).
PhD thesis, 2015
CoRR, 2015
Statistical physics and approximate message-passing algorithms for sparse linear estimation problems in signal processing and coding theory.
CoRR, 2015
2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
Compressed sensing and Approximate Message Passing with spatially-coupled Fourier and Hadamard matrices.
CoRR, 2013
Robust error correction for real-valued signals via message-passing decoding and spatial coupling.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013
2012
Compressed sensing of approximately-sparse signals: Phase transitions and optimal reconstruction.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
1996
Proceedings of the 33st Conference on Design Automation, 1996