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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
1542019
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
1542019
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
147*2016
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
1332006
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
1192018
The Falicov-Kimball model: a review of exact results and extensions
C Gruber, N Macris
Helvetica Physica Acta 69 (ARTICLE), 850-907, 1996
931996
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
912014
The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inference
J Barbier, N Macris
Probability theory and related fields 174 (3), 1133-1185, 2019
902019
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
832016
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
712010
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
692020
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
662018
Coupled graphical models and their thresholds
SH Hassani, N Macris, R Urbanke
2010 IEEE Information Theory Workshop, 1-5, 2010
622010
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
562007
Exact solution of the gauge symmetric p-spin glass model on a complete graph
SB Korada, N Macris
Journal of Statistical Physics 136 (2), 205-230, 2009
552009
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
502017
Phase separation and the segregation principle in the infinite- spinless Falicov-Kimball model
JK Freericks, C Gruber, N Macris
Physical Review B 60 (3), 1617, 1999
501999
On the flux phase conjecture at half-filling: an improved proof
N Macris, B Nachtergaele
Journal of statistical physics 85 (5), 745-761, 1996
501996
On edge states in semi-infinite quantum Hall systems
N Macris, PA Martin, JV Pulé
Journal of Physics A: Mathematical and General 32 (10), 1985, 1999
471999
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
462018
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