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51

Machine learning: New tool in the box

Zdeborová, Lenka

Journal:

Year:

2017

Language:

english

File:

PDF, 145 KB

english, 2017

52

Performance of simulated annealing in p -spin glasses

Krzakala, Florent, Zdeborová, Lenka

Journal:

Journal of Physics Conference Series

Year:

2013

Language:

english

File:

PDF, 473 KB

english, 2013

53

Phase diagram of matrix compressed sensing

Schülke, Christophe, Schniter, Philip, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2016

Language:

english

File:

PDF, 504 KB

english, 2016

54

[IEEE 2016 IEEE Information Theory Workshop (ITW) - Cambridge, United Kingdom (2016.9.11-2016.9.14)] 2016 IEEE Information Theory Workshop (ITW) - Mutual information in rank-one matrix estimation

Krzakala, Florent, Xu, Jiaming, Zdeborova, Lenka

Year:

2016

Language:

english

File:

PDF, 367 KB

english, 2016

55

[IEEE 2016 IEEE International Symposium on Information Theory (ISIT) - Barcelona, Spain (2016.7.10-2016.7.15)] 2016 IEEE International Symposium on Information Theory (ISIT) - Clustering from sparse pairwise measurements

Saade, Alaa, Lelarge, Marc, Krzakala, Florent, Zdeborova, Lenka

Year:

2016

Language:

english

File:

PDF, 1.54 MB

english, 2016

56

[IEEE 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2016.9.27-2016.9.30)] 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering

Lesieur, Thibault, de Bacco, Caterina, Banks, Jess, Krzakala, Florent, Moore, Cris, Zdeborova, Lenka

Year:

2016

Language:

english

File:

PDF, 1.27 MB

english, 2016

57

Circular coloring of random graphs: statistical physics investigation

Schmidt, Christian, Guenther, Nils-Eric, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2016

Language:

english

File:

PDF, 1.54 MB

english, 2016

58

Constrained low-rank matrix estimation: phase transitions, approximate message passing and applications

Lesieur, Thibault, Krzakala, Florent, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2017

Language:

english

File:

PDF, 5.49 MB

english, 2017

59

Spectral bounds for the Ising ferromagnet on an arbitrary given graph

Saade, Alaa, Krzakala, Florent, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

60

[IEEE 2017 IEEE International Symposium on Information Theory (ISIT) - Aachen, Germany (2017.6.25-2017.6.30)] 2017 IEEE International Symposium on Information Theory (ISIT) - Multi-layer generalized linear estimation

Manoel, Andre, Krzakala, Florent, Mezard, Marc, Zdeborova, Lenka

Year:

2017

Language:

english

File:

PDF, 271 KB

english, 2017

61

[IEEE 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2017.10.3-2017.10.6)] 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Streaming Bayesian inference: Theoretical limits and mini-batch approximate message-passing

Manoel, Andre, Krzakala, Florent, Tramel, Eric W., Zdeborova, Lenka

Year:

2017

Language:

english

File:

PDF, 5.65 MB

english, 2017

62

Statistical physics of hard optimization problems

Zdeborová, Lenka

Journal:

Acta Physica Slovaca Reviews and Tutorials

Year:

2009

Language:

english

File:

PDF, 2.69 MB

english, 2009

63

[IEEE 2017 IEEE International Symposium on Information Theory (ISIT) - Aachen, Germany (2017.6.25-2017.6.30)] 2017 IEEE International Symposium on Information Theory (ISIT) - Decoding from pooled data: Phase transitions of message passing

Alaoui, Ahmed El, Ramdas, Aaditya, Krzakala, Florent, Zdeborova, Lenka, Jordan, Michael I.

Year:

2017

Language:

english

File:

PDF, 176 KB

english, 2017

64

[ACM Press the 49th Annual ACM SIGACT Symposium - Montreal, Canada (2017.06.19-2017.06.23)] Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing - STOC 2017 - Information-theoretic thresholds from the cavity method

Coja-Oghlan, Amin, Krzakala, Florent, Perkins, Will, Zdeborova, Lenka

Year:

2017

Language:

english

File:

PDF, 842 KB

english, 2017

65

Fast Randomized Semi-Supervised Clustering

Saade, Alaa, Krzakala, Florent, Lelarge, Marc, Zdeborová, Lenka

Journal:

Journal of Physics Conference Series

Year:

2018

Language:

english

File:

PDF, 784 KB

english, 2018

66

Decoding from Pooled Data: Phase Transitions of Message Passing

El Alaoui, Ahmed, Ramdas, Aaditya, Krzakala, Florent, Zdeborova, Lenka, Jordan, Michael I.

Journal:

IEEE Transactions on Information Theory

Year:

2018

Language:

english

File:

PDF, 999 KB

english, 2018

67

Optimal errors and phase transitions in high-dimensional generalized linear models

Barbier, Jean, Krzakala, Florent, Macris, Nicolas, Miolane, Léo, Zdeborová, Lenka

Journal:

Proceedings of the National Academy of Sciences

Year:

2019

Language:

english

File:

PDF, 887 KB

english, 2019

68

Decoding from Pooled Data: Sharp Information-Theoretic Bounds

Alaoui, Ahmed El, Ramdas, Aaditya, Krzakala, Florent, Zdeborová, Lenka, Jordan, Michael I.

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2019

Language:

english

File:

PDF, 555 KB

english, 2019

69

Approximate survey propagation for statistical inference

Antenucci, Fabrizio, Krzakala, Florent, Urbani, Pierfrancesco, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2019

Language:

english

File:

PDF, 2.89 MB

english, 2019

70

Storage capacity in symmetric binary perceptrons

Aubin, Benjamin, Perkins, Will, Zdeborová, Lenka

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2019

Language:

english

File:

PDF, 2.58 MB

english, 2019

71

[Society for Industrial and Applied Mathematics Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms - ()] Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms - The condensation transition in random hypergraph 2-coloring

Coja-Oghlan, Amin, Zdeborová, Lenka

Language:

english

File:

PDF, 433 KB

english

72

[Society for Industrial and Applied Mathematics Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms - ()] Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms - The condensation transition in random hypergraph 2-coloring

Coja-Oghlan, Amin, Zdeborová, Lenka

File:

PDF, 433 KB

73

Entropy and mutual information in models of deep neural networks

GabriÃ©, Marylou, Manoel, Andre, Luneau, ClÃ©ment, Barbier, Jean, Macris, Nicolas, Krzakala, Florent, ZdeborovÃ¡, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2019

Language:

english

File:

PDF, 1.93 MB

english, 2019

74

The committee machine: computational to statistical gaps in learning a two-layers neural network

Aubin, Benjamin, Maillard, Antoine, Barbier, Jean, Krzakala, Florent, Macris, Nicolas, ZdeborovÃ¡, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2019

File:

PDF, 3.13 MB

2019

75

High-temperature expansions and message passing algorithms

Maillard, Antoine, Foini, Laura, Castellanos, Alejandro Lage, Krzakala, Florent, MÃ©zard, Marc, ZdeborovÃ¡, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2019

File:

PDF, 3.55 MB

2019

76

On the Universality of Noiseless Linear Estimation with Respect to the Measurement Matrix

Abbara, Alia, Baker, Antoine, Krzakala, Florent, Zdeborova, Lenka

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2019

File:

PDF, 588 KB

2019

77

Dense limit of the DawidâSkene model for crowdsourcing and regions of sub-optimality of message passing algorithms

Schmidt, Christian, ZdeborovÃ¡, Lenka

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2020

File:

PDF, 2.74 MB

2020

78

Thresholds of descending algorithms in inference problems

Sarao Mannelli, Stefano, ZdeborovÃ¡, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2020

Language:

english

File:

PDF, 1.06 MB

english, 2020

79

[IEEE 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Le gosier, Guadeloupe (2019.12.15-2019.12.18)] 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Blind Calibration for Sparse Regression: A State Evolution Analysis

Gabrie, Marylou, Barbier, Jean, Krzakala, Florent, Zdeborova, Lenka

Year:

2019

File:

PDF, 445 KB

2019

80

Blind calibration for compressed sensing: State evolution and an online algorithm

GabriÃ©, Marylou, Barbier, Jean, Krzakala, Florent, Zdeborova, Lenka

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2020

File:

PDF, 1.21 MB

2020

81

[IEEE 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) - Iowa City, IA, USA (2020.4.3-2020.4.7)] 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) - An Alternating Projection-Image Domains Algorithm for Spectral CT

Jolivet, Frederic, Fournier, Clarisse, Garcin, Michel, Zdeborova, Lenka, Brambilla, Andrea

Year:

2020

File:

PDF, 2.75 MB

2020

82

Recovery thresholds in the sparse planted matching problem

Semerjian, Guilhem, Sicuro, Gabriele, ZdeborovÃ¡, Lenka

Journal:

Physical Review E

Year:

2020

File:

PDF, 1.08 MB

2020

83

Multilayer Modularity Belief Propagation to Assess Detectability of Community Structure

Weir, William H., Walker, Benjamin, ZdeborovÃ¡, Lenka, Mucha, Peter J.

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2020

File:

PDF, 4.71 MB

2020

84

Reweighted Belief Propagation and Quiet Planting for Random K-SAT

Krzakala, Florent, MÃ©zard, Marc, ZdeborovÃ¡, Lenka

Journal:

Journal on Satisfiability, Boolean Modeling and Computation

Year:

2014

File:

PDF, 891 KB

2014

85

Modeling the Influence of Data Structure on Learning in Neural Networks: The Hidden Manifold Model

Goldt, Sebastian, MÃ©zard, Marc, Krzakala, Florent, ZdeborovÃ¡, Lenka

Journal:

Physical Review X

Year:

2020

File:

PDF, 1.75 MB

2020