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Nicolas Macris
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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
3082019
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
3082019
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
221*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
2172018
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
1652019
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
1432006
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
1412019
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
1172018
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
1072014
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
1012020
The Falicov-Kimball model: a review of exact results and extensions
C Gruber, N Macris
Helvetica Physica Acta 69, 850-907, 1996
971996
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
942016
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
732010
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
732009
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
722019
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
712017
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
652018
Universal sparse superposition codes with spatial coupling and GAMP decoding
J Barbier, M Dia, N Macris
IEEE Transactions on Information Theory, 2019
61*2019
Coupled graphical models and their thresholds
SH Hassani, N Macris, R Urbanke
2010 IEEE Information Theory Workshop, 1-5, 2010
612010
On the flux phase conjecture at half-filling: an improved proof
N Macris, B Nachtergaele
Journal of statistical physics 85, 745-761, 1996
581996
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