| 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 | 294 | 2019 |
| 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, 2019 | 294 | 2019 |
| Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula M Dia, N Macris, F Krzakala, T Lesieur, L Zdeborová Advances in Neural Information Processing Systems, 424-432, 2016 | 214* | 2016 |
| Entropy and mutual information in models of deep neural networks M Gabrié, A Manoel, C Luneau, N Macris, F Krzakala, L Zdeborová Advances in neural information processing systems 31, 2018 | 211 | 2018 |
| 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, 2019 | 159 | 2019 |
| Percolation in the signal to interference ratio graph O Dousse, M Franceschetti, N Macris, R Meester, P Thiran Journal of applied probability 43 (2), 552-562, 2006 | 144 | 2006 |
| Efficient Quantum Algorithms for GHZ and W States, and Implementation on the IBM Quantum Computer D Cruz, R Fournier, F Gremion, A Jeannerot, K Komagata, T Tosic, ... Advanced Quantum Technologies 2 (5-6), 1900015, 2019 | 135 | 2019 |
| The committee machine: Computational to statistical gaps in learning a two-layers neural network B Aubin, A Maillard, F Krzakala, N Macris, L Zdeborová Advances in Neural Information Processing Systems 31, 2018 | 113 | 2018 |
| Threshold saturation for spatially coupled LDPC and LDGM codes on BMS channels S Kumar, AJ Young, N Macris, HD Pfister IEEE Transactions on Information Theory 60 (12), 7389-7415, 2014 | 106 | 2014 |
| 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 (7), 4270-4303, 2020 | 100 | 2020 |
| The Falicov-Kimball model: a review of exact results and extensions C Gruber, N Macris Helvetica Physica Acta 69, 850-907, 1996 | 98 | 1996 |
| The mutual information in random linear estimation J Barbier, M Dia, N Macris, F Krzakala 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 93 | 2016 |
| Tight bounds on the capacity of binary input random CDMA systems SB Korada, N Macris IEEE Transactions on Information Theory 56 (11), 5590-5613, 2010 | 73 | 2010 |
| Exact Solution of the Gauge Symmetric p-Spin Glass Model on a Complete Graph SB Korada, N Macris Journal of Statistical Physics 136, 205-230, 2009 | 73 | 2009 |
| 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 (29), 294002, 2019 | 71 | 2019 |
| The layered structure of tensor estimation and its mutual information J Barbier, N Macris, L Miolane 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 69 | 2017 |
| 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), 1390-1394, 2018 | 64 | 2018 |
| Coupled graphical models and their thresholds SH Hassani, N Macris, R Urbanke 2010 IEEE Information Theory Workshop, 1-5, 2010 | 61 | 2010 |
| Universal sparse superposition codes with spatial coupling and GAMP decoding J Barbier, M Dia, N Macris IEEE Transactions on Information Theory, 2019 | 60* | 2019 |
| Griffith–Kelly–Sherman correlation inequalities: A useful tool in the theory of error correcting codes N Macris IEEE Transactions on Information Theory 53 (2), 664-683, 2007 | 56 | 2007 |
Jean BarbierAssociate Professor, International Center for Theoretical PhysicsVerified email at ictp.it
