Jean Barbier

Jean Barbier

Abdus Salam International Centre for Theoretical Physics - / Italy
Natural Sciences / Physics
AD Scientific Index ID: 4698398
person_outline Jean Barbier's MOST POPULAR ARTICLES
1-) 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 189*2019
2-) Entropy and mutual information in models of deep neural networksM Gabrié, A Manoel, C Luneau, J Barbier, N Macris, F Krzakala, ...Neural Information Processing Systems (NIPS), 2018, Montréal, CA., 20181802018
3-) Mutual information for symmetric rank-one matrix estimation: a proof of the replica formulaJ Barbier, M Dia, N Macris, F Krzakala, T Lesieur, L ZdeborovaNeural Information Processing Systems (NIPS), 2016, Barcelona, ES., 2016179*2016
4-) The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inferenceJ Barbier, N MacrisProbability Theory and Related Fields, 174, 1133-1185, 2017167*2017
5-) Approximate message-passing decoder and capacity-achieving sparse superposition codesJ Barbier, F KrzakalaIEEE Transactions on Information Theory 63, 4894 - 4927, 20171212017