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Krzakąła, Florent

Author ID: krzakala.florent Recent zbMATH articles by "Krzakąła, Florent"
Published as: Krzakala, Florent; Krzakąła, Florent; Krząkała, Florent; Krzakala, F
External Links: ORCID

Publications by Year

Citations contained in zbMATH Open

36 Publications have been cited 498 times in 372 Documents Cited by Year
Spectral redemption in clustering sparse networks. Zbl 1359.62252
Krzakala, Florent; Moore, Cristopher; Mossel, Elchanan; Neeman, Joe; Sly, Allan; Zdeborová, Lenka; Zhang, Pan
120
2013
Gibbs states and the set of solutions of random constraint satisfaction problems. Zbl 1190.68031
Krząkała, Florent; Montanari, Andrea; Ricci-Tersenghi, Federico; Semerjian, Guilhem; Zdeborová, Lenka
117
2007
Optimal errors and phase transitions in high-dimensional generalized linear models. Zbl 1416.62421
Barbier, Jean; Krzakala, Florent; Macris, Nicolas; Miolane, Léo; Zdeborová, Lenka
43
2019
Information-theoretic thresholds from the cavity method. Zbl 1397.82013
Coja-Oghlan, Amin; Krzakala, Florent; Perkins, Will; Zdeborová, Lenka
26
2018
Constrained low-rank matrix estimation: phase transitions, approximate message passing and applications. Zbl 1462.62324
Lesieur, Thibault; Krzakala, Florent; Zdeborová, Lenka
22
2017
Quiet planting in the locked constraint satisfaction problems. Zbl 1228.90101
Zdeborová, Lenka; Krzakala, Florent
20
2011
Mutual information and optimality of approximate message-passing in random linear estimation. Zbl 1446.94018
Barbier, Jean; Macris, Nicolas; Dia, Mohamad; Krzakala, Florent
16
2020
Phase transitions and sample complexity in Bayes-optimal matrix factorization. Zbl 1359.94109
Kabashima, Yoshiyuki; Krzakala, Florent; Mézard, Marc; Sakata, Ayaka; Zdeborová, Lenka
16
2016
Information-theoretic thresholds from the cavity method. Zbl 1370.68222
Coja-Oghlan, Amin; Krzakala, Florent; Perkins, Will; Zdeborova, Lenka
15
2017
No spin glass phase in the ferromagnetic random-field random-temperature scalar Ginzburg-Landau model. Zbl 1208.82067
Krzakala, Florent; Ricci-Tersenghi, Federico; Sherrington, David; Zdeborová, Lenka
11
2011
Approximate survey propagation for statistical inference. Zbl 07382784
Antenucci, Fabrizio; Krzakala, Florent; Urbani, Pierfrancesco; Zdeborová, Lenka
8
2019
Approximate message-passing decoder and capacity achieving sparse superposition codes. Zbl 1372.94387
Barbier, Jean; Krzakala, Florent
6
2017
Reweighted belief propagation and quiet planting for random \(K\)-SAT. Zbl 1322.68182
Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
6
2014
Entropy and mutual information in models of deep neural networks. Zbl 1459.94076
Gabrié, Marylou; Manoel, Andre; Luneau, Clément; Barbier, Jean; Macris, Nicolas; Krzakala, Florent; Zdeborová, Lenka
6
2019
The committee machine: computational to statistical gaps in learning a two-layers neural network. Zbl 1459.82248
Aubin, Benjamin; Maillard, Antoine; Barbier, Jean; Krzakala, Florent; Macris, Nicolas; Zdeborová, Lenka
6
2019
Critical ageing of Ising ferromagnets relaxing from an ordered state. Zbl 1244.82045
Calabrese, Pasquale; Gambassi, Andrea; Krzakala, Florent
6
2006
Fundamental limits of detection in the spiked Wigner model. Zbl 1450.62073
El Alaoui, Ahmed; Krzakala, Florent; Jordan, Michael
5
2020
Statistical physics, optimization, inference and message-passing algorithms. Lecture notes of the Les Houches School of Physics (École de Physique des Houches): special issue, Les Houches, France, September 30 – October 11, 2013. Zbl 1336.00119
5
2016
High-temperature expansions and message passing algorithms. Zbl 1459.82094
Maillard, Antoine; Foini, Laura; Castellanos, Alejandro Lage; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
5
2019
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup*. Zbl 07330531
Goldt, Sebastian; Advani, Madhu S.; Saxe, Andrew M.; Krzakala, Florent; Zdeborová, Lenka
5
2020
Generalisation error in learning with random features and the hidden manifold model. Zbl 07451723
Gerace, Federica; Loureiro, Bruno; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
5
2021
Decoding from pooled data: phase transitions of message passing. Zbl 1431.94015
El Alaoui, Ahmed; Ramdas, Aaditya; Krzakala, Florent; Zdeborová, Lenka; Jordan, Michael I.
4
2019
Learning curves of generic features maps for realistic datasets with a teacher-student model. Zbl 07632718
Loureiro, Bruno; Gerbelot, Cédric; Cui, Hugo; Goldt, Sebastian; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
4
2022
Belief-propagation reconstruction for discrete tomography. Zbl 1318.92030
Gouillart, E; Krzakala, F; Mézard, M; Zdeborová, L
3
2013
Quantum annealing of hard problems. Zbl 1201.82054
Jörg, Thomas; Krzakala, Florent; Kurchan, Jorge; Maggs, Andrew Colin
3
2010
The spiked matrix model with generative priors. Zbl 1465.94020
Aubin, Benjamin; Loureiro, Bruno; Maillard, Antoine; Krzakala, Florent; Zdeborová, Lenka
3
2021
Non-equilibrium critical dynamics of the ferromagnetic Ising model with Kawasaki dynamics. Zbl 1085.82016
Godréche, Claude; Krzakąła, Florent; Ricci-Tersenghi, Federico
2
2004
Decoding from pooled data: sharp information-theoretic bounds. Zbl 1499.62045
Alaoui, Ahmed El; Ramdas, Aaditya; Krzakala, Florent; Zdeborová, Lenka; Jordan, Michael I.
2
2019
Comparative study for inference of hidden classes in stochastic block models. Zbl 1456.62123
Zhang, Pan; Krzakala, Florent; Reichardt, Jörg; Zdeborová, Lenka
1
2012
Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes. Zbl 1460.94032
Barbier, Jean; Schülke, Christophe; Krzakala, Florent
1
2015
Spectral bounds for the Ising ferromagnet on an arbitrary given graph. Zbl 1457.82445
Saade, Alaa; Krzakala, Florent; Zdeborová, Lenka
1
2017
Performance limits for noisy multimeasurement vector problems. Zbl 1414.94756
Zhu, Junan; Baron, Dror; Krzakala, Florent
1
2017
Random-field \(p\)-spin-glass model on regular random graphs. Zbl 1217.82098
Matsuda, Yoshiki; Nishimori, Hidetoshi; Zdeborová, Lenka; Krzakala, Florent
1
2011
Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification. Zbl 07451718
Mignacco, Francesca; Krzakala, Florent; Urbani, Pierfrancesco; Zdeborová, Lenka
1
2021
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising. Zbl 07581194
Maillard, Antoine; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
1
2022
On the universality of noiseless linear estimation with respect to the measurement matrix. Zbl 1514.62083
Abbara, Alia; Baker, Antoine; Krzakala, Florent; Zdeborová, Lenka
1
2020
Learning curves of generic features maps for realistic datasets with a teacher-student model. Zbl 07632718
Loureiro, Bruno; Gerbelot, Cédric; Cui, Hugo; Goldt, Sebastian; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
4
2022
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising. Zbl 07581194
Maillard, Antoine; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
1
2022
Generalisation error in learning with random features and the hidden manifold model. Zbl 07451723
Gerace, Federica; Loureiro, Bruno; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
5
2021
The spiked matrix model with generative priors. Zbl 1465.94020
Aubin, Benjamin; Loureiro, Bruno; Maillard, Antoine; Krzakala, Florent; Zdeborová, Lenka
3
2021
Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification. Zbl 07451718
Mignacco, Francesca; Krzakala, Florent; Urbani, Pierfrancesco; Zdeborová, Lenka
1
2021
Mutual information and optimality of approximate message-passing in random linear estimation. Zbl 1446.94018
Barbier, Jean; Macris, Nicolas; Dia, Mohamad; Krzakala, Florent
16
2020
Fundamental limits of detection in the spiked Wigner model. Zbl 1450.62073
El Alaoui, Ahmed; Krzakala, Florent; Jordan, Michael
5
2020
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup*. Zbl 07330531
Goldt, Sebastian; Advani, Madhu S.; Saxe, Andrew M.; Krzakala, Florent; Zdeborová, Lenka
5
2020
On the universality of noiseless linear estimation with respect to the measurement matrix. Zbl 1514.62083
Abbara, Alia; Baker, Antoine; Krzakala, Florent; Zdeborová, Lenka
1
2020
Optimal errors and phase transitions in high-dimensional generalized linear models. Zbl 1416.62421
Barbier, Jean; Krzakala, Florent; Macris, Nicolas; Miolane, Léo; Zdeborová, Lenka
43
2019
Approximate survey propagation for statistical inference. Zbl 07382784
Antenucci, Fabrizio; Krzakala, Florent; Urbani, Pierfrancesco; Zdeborová, Lenka
8
2019
Entropy and mutual information in models of deep neural networks. Zbl 1459.94076
Gabrié, Marylou; Manoel, Andre; Luneau, Clément; Barbier, Jean; Macris, Nicolas; Krzakala, Florent; Zdeborová, Lenka
6
2019
The committee machine: computational to statistical gaps in learning a two-layers neural network. Zbl 1459.82248
Aubin, Benjamin; Maillard, Antoine; Barbier, Jean; Krzakala, Florent; Macris, Nicolas; Zdeborová, Lenka
6
2019
High-temperature expansions and message passing algorithms. Zbl 1459.82094
Maillard, Antoine; Foini, Laura; Castellanos, Alejandro Lage; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
5
2019
Decoding from pooled data: phase transitions of message passing. Zbl 1431.94015
El Alaoui, Ahmed; Ramdas, Aaditya; Krzakala, Florent; Zdeborová, Lenka; Jordan, Michael I.
4
2019
Decoding from pooled data: sharp information-theoretic bounds. Zbl 1499.62045
Alaoui, Ahmed El; Ramdas, Aaditya; Krzakala, Florent; Zdeborová, Lenka; Jordan, Michael I.
2
2019
Information-theoretic thresholds from the cavity method. Zbl 1397.82013
Coja-Oghlan, Amin; Krzakala, Florent; Perkins, Will; Zdeborová, Lenka
26
2018
Constrained low-rank matrix estimation: phase transitions, approximate message passing and applications. Zbl 1462.62324
Lesieur, Thibault; Krzakala, Florent; Zdeborová, Lenka
22
2017
Information-theoretic thresholds from the cavity method. Zbl 1370.68222
Coja-Oghlan, Amin; Krzakala, Florent; Perkins, Will; Zdeborova, Lenka
15
2017
Approximate message-passing decoder and capacity achieving sparse superposition codes. Zbl 1372.94387
Barbier, Jean; Krzakala, Florent
6
2017
Spectral bounds for the Ising ferromagnet on an arbitrary given graph. Zbl 1457.82445
Saade, Alaa; Krzakala, Florent; Zdeborová, Lenka
1
2017
Performance limits for noisy multimeasurement vector problems. Zbl 1414.94756
Zhu, Junan; Baron, Dror; Krzakala, Florent
1
2017
Phase transitions and sample complexity in Bayes-optimal matrix factorization. Zbl 1359.94109
Kabashima, Yoshiyuki; Krzakala, Florent; Mézard, Marc; Sakata, Ayaka; Zdeborová, Lenka
16
2016
Statistical physics, optimization, inference and message-passing algorithms. Lecture notes of the Les Houches School of Physics (École de Physique des Houches): special issue, Les Houches, France, September 30 – October 11, 2013. Zbl 1336.00119
5
2016
Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes. Zbl 1460.94032
Barbier, Jean; Schülke, Christophe; Krzakala, Florent
1
2015
Reweighted belief propagation and quiet planting for random \(K\)-SAT. Zbl 1322.68182
Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
6
2014
Spectral redemption in clustering sparse networks. Zbl 1359.62252
Krzakala, Florent; Moore, Cristopher; Mossel, Elchanan; Neeman, Joe; Sly, Allan; Zdeborová, Lenka; Zhang, Pan
120
2013
Belief-propagation reconstruction for discrete tomography. Zbl 1318.92030
Gouillart, E; Krzakala, F; Mézard, M; Zdeborová, L
3
2013
Comparative study for inference of hidden classes in stochastic block models. Zbl 1456.62123
Zhang, Pan; Krzakala, Florent; Reichardt, Jörg; Zdeborová, Lenka
1
2012
Quiet planting in the locked constraint satisfaction problems. Zbl 1228.90101
Zdeborová, Lenka; Krzakala, Florent
20
2011
No spin glass phase in the ferromagnetic random-field random-temperature scalar Ginzburg-Landau model. Zbl 1208.82067
Krzakala, Florent; Ricci-Tersenghi, Federico; Sherrington, David; Zdeborová, Lenka
11
2011
Random-field \(p\)-spin-glass model on regular random graphs. Zbl 1217.82098
Matsuda, Yoshiki; Nishimori, Hidetoshi; Zdeborová, Lenka; Krzakala, Florent
1
2011
Quantum annealing of hard problems. Zbl 1201.82054
Jörg, Thomas; Krzakala, Florent; Kurchan, Jorge; Maggs, Andrew Colin
3
2010
Gibbs states and the set of solutions of random constraint satisfaction problems. Zbl 1190.68031
Krząkała, Florent; Montanari, Andrea; Ricci-Tersenghi, Federico; Semerjian, Guilhem; Zdeborová, Lenka
117
2007
Critical ageing of Ising ferromagnets relaxing from an ordered state. Zbl 1244.82045
Calabrese, Pasquale; Gambassi, Andrea; Krzakala, Florent
6
2006
Non-equilibrium critical dynamics of the ferromagnetic Ising model with Kawasaki dynamics. Zbl 1085.82016
Godréche, Claude; Krzakąła, Florent; Ricci-Tersenghi, Federico
2
2004
all top 5

Cited by 648 Authors

33 Coja-Oghlan, Amin
22 Zdeborová, Lenka
12 Krzakąła, Florent
10 Efthymiou, Charilaos
10 Sly, Allan
9 Montanari, Andrea
8 Barbier, Jean
8 Ricci-Tersenghi, Federico
7 Abbe, Emmanuel
7 Macris, Nicolas
7 Perkins, Will
7 Semerjian, Guilhem
6 Ben Arous, Gérard
6 Jagannath, Aukosh
6 Lelarge, Marc
5 Arrigo, Francesca
5 Chen, Wei-Kuo
5 Higham, Desmond J.
5 Massoulié, Laurent
5 Noferini, Vanni
5 Sun, Nike
5 Urbani, Pierfrancesco
5 Zheng, Zhiming
4 Bapst, Victor
4 Gamarnik, David
4 Hahn-Klimroth, Max
4 Hetterich, Samuel
4 Jaafari, Nor
4 Levina, Elizaveta
4 Mézard, Marc
4 Müller, Noela S.
4 Prudnikov, Pavel V.
4 Prudnikov, Vladimir V.
4 Raßmann, Felicia
4 Venkataramanan, Ramji
4 Wei, Wei
4 Xu, Jiaming
4 Zamponi, Francesco
3 Anastos, Michael
3 Ayre, Peter
3 Barucca, Paolo
3 Bhamidi, Shankar
3 Bordenave, Charles
3 Budzynski, Louise
3 Bulatov, Andrei A.
3 Çakmak, Burak
3 Couillet, Romain
3 Dembo, Amir
3 Ding, Jian
3 El Alaoui, Ahmed
3 Frieze, Alan Michael
3 Gabrié, Marylou
3 Gheissari, Reza
3 Gulikers, Lennart
3 Guo, Binghui
3 Huang, Hanwen
3 Kabashima, Yoshiyuki
3 Kapetanopoulos, Tobias
3 Lei, Jing
3 Li, Xiaodong
3 Lillo, Fabrizio
3 Loick, Philipp
3 Lucibello, Carlo
3 Maillard, Antoine
3 Miolane, Léo
3 Mondelli, Marco
3 Moore, Cristopher
3 Mossel, Elchanan
3 Opper, Manfred
3 Parisi, Giorgio
3 Sen, Subhabrata
3 Tantari, Daniele
3 Torres, Leo
3 Tremblay, Nicolas
3 Wein, Alexander S.
3 Xu, Wei
3 Zhou, Guangyan
3 Zhou, Haijun
3 Zhou, Zhixin
3 Zhu, Yizhe
2 Achlioptas, Dimitris
2 Addario-Berry, Louigi
2 Agliari, Elena
2 Amini, Arash Ali
2 Angelini, Maria Chiara
2 Antenucci, Fabrizio
2 Aubin, Benjamin
2 Bandeira, Afonso S.
2 Banks, Jess
2 Barra, Adriano
2 Becchetti, Luca
2 Bernshteyn, Anton
2 Berthet, Quentin
2 Bhattacharyya, Sharmodeep
2 Bickel, Peter John
2 Biroli, Giulio
2 Boix-Adserà, Enric
2 Braunstein, Alfredo
2 Briceño, Raimundo
2 Cai, Shimin
...and 548 more Authors
all top 5

Cited in 92 Serials

69 Journal of Statistical Mechanics: Theory and Experiment
25 Journal of Physics A: Mathematical and Theoretical
19 Journal of Statistical Physics
19 The Annals of Statistics
14 Communications in Mathematical Physics
13 Journal of Machine Learning Research (JMLR)
10 Random Structures & Algorithms
10 The Annals of Applied Probability
7 Physica A
7 The Annals of Probability
7 Combinatorics, Probability and Computing
7 Electronic Journal of Statistics
6 Probability Theory and Related Fields
6 SIAM Journal on Mathematics of Data Science
5 Communications on Pure and Applied Mathematics
5 Journal of Mathematical Physics
5 SIAM Journal on Computing
5 The Electronic Journal of Combinatorics
4 Journal of Combinatorial Theory. Series B
4 Theoretical Computer Science
4 SIAM Journal on Discrete Mathematics
4 Linear Algebra and its Applications
3 Physics Reports
3 Combinatorica
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Electronic Journal of Probability
3 Foundations of Computational Mathematics
3 Mathematical Statistics and Learning
2 Physics Letters. A
2 Chaos, Solitons and Fractals
2 Advances in Mathematics
2 Journal of the American Statistical Association
2 Physica D
2 Statistical Science
2 SIAM Journal on Matrix Analysis and Applications
2 Proceedings of the National Academy of Sciences of the United States of America
2 SIAM Review
2 Computational Statistics and Data Analysis
2 Bernoulli
2 New Journal of Physics
2 The European Physical Journal B. Condensed Matter and Complex Systems
2 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
2 Journal of Siberian Federal University. Mathematics & Physics
1 International Journal of Modern Physics B
1 Advances in Applied Probability
1 Discrete Mathematics
1 Reviews in Mathematical Physics
1 Acta Mathematica
1 Applied Mathematics and Computation
1 Information Sciences
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
1 Journal of Computer and System Sciences
1 Journal of Mathematical Psychology
1 Journal of Statistical Planning and Inference
1 Kybernetika
1 Operations Research
1 Statistica Neerlandica
1 European Journal of Combinatorics
1 Computers & Operations Research
1 Journal of Scientific Computing
1 Machine Learning
1 Applied Mathematical Modelling
1 European Journal of Operational Research
1 International Journal of Computer Mathematics
1 SIAM Journal on Applied Mathematics
1 Journal of Mathematical Imaging and Vision
1 Computational and Applied Mathematics
1 Statistica Sinica
1 Complexity
1 Electronic Communications in Probability
1 Doklady Mathematics
1 Chaos
1 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1 Annals of Mathematics. Second Series
1 Lobachevskii Journal of Mathematics
1 Brazilian Journal of Probability and Statistics
1 Portugaliae Mathematica. Nova Série
1 Advances in Complex Systems
1 Statistical Methods and Applications
1 Networks and Spatial Economics
1 Oberwolfach Reports
1 GAMM-Mitteilungen
1 Journal of Modern Dynamics
1 Inverse Problems and Imaging
1 The Annals of Applied Statistics
1 Foundations and Trends in Machine Learning
1 Journal of Computational and Graphical Statistics
1 Sankhyā. Series A
1 Random Matrices: Theory and Applications
1 Journal of Theoretical Biology
1 Japanese Journal of Statistics and Data Science

Citations by Year