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1

Machine learning and the physical sciences

Carleo, Giuseppe, Cirac, Ignacio, Cranmer, Kyle, Daudet, Laurent, Schuld, Maria, Tishby, Naftali, Vogt-Maranto, Leslie, Zdeborová, Lenka

Journal:

Review of Modern Physics

Year:

2019

File:

PDF, 2.07 MB

2019

2

Percolation on Sparse Networks

Karrer, Brian, Newman, M. E. J., Zdeborová, Lenka

Journal:

Physical Review Letters

Year:

2014

Language:

english

File:

PDF, 158 KB

english, 2014

3

Phase transitions in the q -coloring of random hypergraphs

Gabrié, Marylou, Dani, Varsha, Semerjian, Guilhem, Zdeborová, Lenka

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2017

Language:

english

File:

PDF, 2.63 MB

english, 2017

4

Information-theoretic thresholds from the cavity method

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

Journal:

Advances in Mathematics

Year:

2018

Language:

english

File:

PDF, 1.34 MB

english, 2018

5

The 3D Dimer and Ising problems revisited

Martin Loebl, Lenka Zdeborová

Journal:

European Journal of Combinatorics

Year:

2008

Language:

english

File:

PDF, 460 KB

english, 2008

6

Random Subcubes as a Toy Model for Constraint Satisfaction Problems

Thierry Mora, Lenka Zdeborová

Journal:

Journal of Statistical Physics

Year:

2008

Language:

english

File:

PDF, 555 KB

english, 2008

7

No spin glass phase in the ferromagnetic random-field random-temperature scalar Ginzburg–Landau model

Krzakala, Florent, Ricci-Tersenghi, Federico, Sherrington, David, Zdeborová, Lenka

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2011

Language:

english

File:

PDF, 214 KB

english, 2011

8

Elusive Spin-Glass Phase in the Random Field Ising Model

Krzakala, Florent, Ricci-Tersenghi, Federico, Zdeborová, Lenka

Journal:

Physical Review Letters

Year:

2010

Language:

english

File:

PDF, 190 KB

english, 2010

9

On melting dynamics and the glass transition. I. Glassy aspects of melting dynamics

Krzakala, Florent, Zdeborová, Lenka

Journal:

The Journal of Chemical Physics

Year:

2011

Language:

english

File:

PDF, 906 KB

english, 2011

10

Dynamics and termination cost of spatially coupled mean-field models

Caltagirone, Francesco, Franz, Silvio, Morris, Richard G., Zdeborová, Lenka

Journal:

Physical Review E

Year:

2014

Language:

english

File:

PDF, 844 KB

english, 2014

11

Lattice Model for Colloidal Gels and Glasses

Krzakala, Florent, Tarzia, Marco, Zdeborová, Lenka

Journal:

Physical Review Letters

Year:

2008

Language:

english

File:

PDF, 162 KB

english, 2008

12

[IEEE 2013 IEEE Information Theory Workshop (ITW 2013) - Sevilla, Spain (2013.09.9-2013.09.13)] 2013 IEEE Information Theory Workshop (ITW) - Robust error correction for real-valued signals via message-passing decoding and spatial coupling

Barbier, Jean, Krzakala, Florent, Zdeborova, Lenka, Zhang, Pan

Year:

2013

Language:

english

File:

PDF, 887 KB

english, 2013

13

[IEEE 2010 43rd Hawaii International Conference on System Sciences - Honolulu, Hawaii, USA (2010.01.5-2010.01.8)] 2010 43rd Hawaii International Conference on System Sciences - Message Passing for Integrating and Assessing Renewable Generation in a Redundant Power Grid

Zdeborova, Lenka, Backhaus, Scott, Chertkov, Michael

Year:

2010

Language:

english

File:

PDF, 373 KB

english, 2010

14

Quiet Planting in the Locked Constraint Satisfaction Problems

Zdeborová, Lenka, Krzakala, Florent

Journal:

SIAM Journal on Discrete Mathematics

Year:

2011

Language:

english

File:

PDF, 336 KB

english, 2011

15

[IEEE 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2012.10.1-2012.10.5)] 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Compressed sensing of approximately-sparse signals: Phase transitions and optimal reconstruction

Barbier, Jean, Krzakala, Florent, Mezard, Marc, Zdeborova, Lenka

Year:

2012

Language:

english

File:

PDF, 691 KB

english, 2012

16

Locked Constraint Satisfaction Problems

Zdeborová, Lenka, Mézard, Marc

Journal:

Physical Review Letters

Year:

2008

Language:

english

File:

PDF, 293 KB

english, 2008

17

Phase diagram of the 1-in-3 satisfiability problem

Raymond, Jack, Sportiello, Andrea, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2007

Language:

english

File:

PDF, 405 KB

english, 2007

18

Generalization of the cavity method for adiabatic evolution of Gibbs states

Zdeborová, Lenka, Krzakala, Florent

Journal:

Physical Review B

Year:

2010

Language:

english

File:

PDF, 628 KB

english, 2010

19

Phase transitions in the coloring of random graphs

Zdeborová, Lenka, Krząkała, Florent

Journal:

Physical Review E

Year:

2007

Language:

english

File:

PDF, 768 KB

english, 2007

20

Hiding Quiet Solutions in Random Constraint Satisfaction Problems

Krzakala, Florent, Zdeborová, Lenka

Journal:

Physical Review Letters

Year:

2009

Language:

english

File:

PDF, 222 KB

english, 2009

21

Phase transitions in semisupervised clustering of sparse networks

Zhang, Pan, Moore, Cristopher, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2014

Language:

english

File:

PDF, 1.43 MB

english, 2014

22

[IEEE 2014 IEEE International Symposium on Information Theory (ISIT) - Honolulu, HI, USA (2014.6.29-2014.7.4)] 2014 IEEE International Symposium on Information Theory - On convergence of approximate message passing

Caltagirone, Francesco, Zdeborova, Lenka, Krzakala, Florent

Year:

2014

Language:

english

File:

PDF, 497 KB

english, 2014

23

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Compressed sensing under matrix uncertainty: Optimum thresholds and robust approximate message passing

Krzakala, Florent, Mezard, Marc, Zdeborova, Lenka

Year:

2013

Language:

english

File:

PDF, 322 KB

english, 2013

24

Inferring the origin of an epidemic with a dynamic message-passing algorithm

Lokhov, Andrey Y., Mézard, Marc, Ohta, Hiroki, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2014

Language:

english

File:

PDF, 590 KB

english, 2014

25

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Decelle, Aurelien, Krzakala, Florent, Moore, Cristopher, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2011

Language:

english

File:

PDF, 619 KB

english, 2011

26

Inference and Phase Transitions in the Detection of Modules in Sparse Networks

Decelle, Aurelien, Krzakala, Florent, Moore, Cristopher, Zdeborová, Lenka

Journal:

Physical Review Letters

Year:

2011

Language:

english

File:

PDF, 176 KB

english, 2011

27

Exhaustive enumeration unveils clustering and freezing in the random 3-satisfiability problem

Ardelius, John, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2008

Language:

english

File:

PDF, 125 KB

english, 2008

28

Message passing for optimization and control of a power grid: Model of a distribution system with redundancy

Zdeborová, Lenka, Decelle, Aurélien, Chertkov, Michael

Journal:

Physical Review E

Year:

2009

Language:

english

File:

PDF, 207 KB

english, 2009

29

[IEEE 2014 IEEE International Symposium on Information Theory (ISIT) - Honolulu, HI, USA (2014.6.29-2014.7.4)] 2014 IEEE International Symposium on Information Theory - Variational free energies for compressed sensing

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

Year:

2014

Language:

english

File:

PDF, 805 KB

english, 2014

30

[IEEE 2013 IEEE International Symposium on Information Theory (ISIT) - Istanbul, Turkey (2013.07.7-2013.07.12)] 2013 IEEE International Symposium on Information Theory - Phase diagram and approximate message passing for blind calibration and dictionary learning

Krzakala, Florent, Mezard, Marc, Zdeborova, Lenka

Year:

2013

Language:

english

File:

PDF, 167 KB

english, 2013

31

[IEEE 2013 ICC - 2013 IEEE International Conference on Communication Workshop (ICC) - Budapest, Hungary (2013.06.9-2013.06.13)] 2013 IEEE International Conference on Communications Workshops (ICC) - Non-adaptive pooling strategies for detection of rare faulty items

Pan Zhang,, Krzakala, Florent, Mezard, Marc, Zdeborova, Lenka

Year:

2013

Language:

english

File:

PDF, 1.60 MB

english, 2013

32

Dynamic message-passing equations for models with unidirectional dynamics

Lokhov, Andrey Y., Mézard, Marc, Zdeborová, Lenka

Journal:

Physical Review E

Year:

2015

Language:

english

File:

PDF, 620 KB

english, 2015

33

Model selection for degree-corrected block models

Yan, Xiaoran, Shalizi, Cosma, Jensen, Jacob E, Krzakala, Florent, Moore, Cristopher, Zdeborová, Lenka, Zhang, Pan, Zhu, Yaojia

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2014

Language:

english

File:

PDF, 1.51 MB

english, 2014

34

The number of matchings in random graphs

Zdeborová, Lenka, Mézard, Marc

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2006

Language:

english

File:

PDF, 697 KB

english, 2006

35

Comparative study for inference of hidden classes in stochastic block models

Zhang, Pan, Krzakala, Florent, Reichardt, Jörg, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2012

Language:

english

File:

PDF, 1.16 MB

english, 2012

36

Replica Trick with Real Replicas: A Way to Build in Thermodynamic Homogeneity

Janiš, Václav, Zdeborová, Lenka

Journal:

Progress of Theoretical Physics Supplement

Year:

2005

Language:

english

File:

PDF, 94 KB

english, 2005

37

On melting dynamics and the glass transition. II. Glassy dynamics as a melting process

Krzakala, Florent, Zdeborová, Lenka

Journal:

The Journal of Chemical Physics

Year:

2011

Language:

english

File:

PDF, 499 KB

english, 2011

38

Blind sensor calibration using approximate message passing

Schülke, Christophe, Caltagirone, Francesco, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2015

Language:

english

File:

PDF, 1.50 MB

english, 2015

39

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Adaptive damping and mean removal for the generalized approximate message passing algorithm

Vila, Jeremy, Schniter, Philip, Rangan, Sundeep, Krzakala, Florent, Zdeborova, Lenka

Year:

2015

Language:

english

File:

PDF, 987 KB

english, 2015

40

[IEEE 2015 IEEE International Symposium on Information Theory (ISIT) - Hong Kong, Hong Kong (2015.6.14-2015.6.19)] 2015 IEEE International Symposium on Information Theory (ISIT) - Spectral detection in the censored block model

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

Year:

2015

Language:

english

File:

PDF, 343 KB

english, 2015

41

Phase transitions and sample complexity in Bayes-optimal matrix factorization

Kabashima, Yoshiyuki, Krzakala, Florent, Mezard, Marc, Sakata, Ayaka, Zdeborova, Lenka

Journal:

IEEE Transactions on Information Theory

Year:

2016

Language:

english

File:

PDF, 1.29 MB

english, 2016

42

[IEEE 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2015.9.29-2015.10.2)] 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton) - MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel

Lesieur, Thibault, Krzakala, Florent, Zdeborova, Lenka

Year:

2015

Language:

english

File:

PDF, 886 KB

english, 2015

43

[IEEE 2015 53rd Annual Allerton Conference on Communication, Control and Computing (Allerton) - Monticello, IL (2015.9.29-2015.10.2)] 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Spectral detection on sparse hypergraphs

Angelini, Maria Chiara, Caltagirone, Francesco, Krzakala, Florent, Zdeborova, Lenka

Year:

2015

Language:

english

File:

PDF, 1.72 MB

english, 2015

44

The hard-core model on random graphs revisited

Barbier, Jean, Krzakala, Florent, Zdeborová, Lenka, Zhang, Pan

Journal:

Journal of Physics Conference Series

Year:

2013

Language:

english

File:

PDF, 485 KB

english, 2013

45

Statistical physics of inference: thresholds and algorithms

Zdeborová, Lenka, Krzakala, Florent

Journal:

Advances In Physics

Year:

2016

Language:

english

File:

PDF, 2.72 MB

english, 2016

46

Bayesian signal reconstruction for 1-bit compressed sensing

Xu, Yingying, Kabashima, Yoshiyuki, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2014

Language:

english

File:

PDF, 536 KB

english, 2014

47

Network dismantling

Braunstein, Alfredo, Dall’Asta, Luca, Semerjian, Guilhem, Zdeborová, Lenka

Journal:

Proceedings of the National Academy of Sciences

Year:

2016

Language:

english

File:

PDF, 844 KB

english, 2016

48

Following states in temperature in the spherical s + p -spin glass model

Sun, YiFan, Crisanti, Andrea, Krzakala, Florent, Leuzzi, Luca, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2012

Language:

english

File:

PDF, 880 KB

english, 2012

49

Probabilistic reconstruction in compressed sensing: algorithms, phase diagrams, and threshold achieving matrices

Krzakala, Florent, Mézard, Marc, Sausset, Francois, Sun, Yifan, Zdeborová, Lenka

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2012

Language:

english

File:

PDF, 2.18 MB

english, 2012

50

Fast and simple decycling and dismantling of networks

Zdeborová, Lenka, Zhang, Pan, Zhou, Hai-Jun

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 613 KB

english, 2016