2020
51 Macroeconomic agent-based models : a statistical physics perspective
Dhruv Sharma
-THESE-
Dhruv Sharma
-THESE-
52 Preface to the special issue on ‘Disordered serendipity: a glassy path to discovery’
Andrea Cavagna, Silvio Franz, Irene Giardina, Luca Leuzzi, Andrea Maiorano, Enzo Marinari, Federico Ricci-Tersenghi, Tommaso Rizzo, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
-ISSUE-
Andrea Cavagna, Silvio Franz, Irene Giardina, Luca Leuzzi, Andrea Maiorano, Enzo Marinari, Federico Ricci-Tersenghi, Tommaso Rizzo, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
-ISSUE-
53 Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
Louise Budzynski, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
Louise Budzynski, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
54 The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
55 Algorithmic barriers in random constraint satisfaction problems
Louise Budzynski
-THESE-
Louise Budzynski
-THESE-
56 Dynamical Mean-Field Theory and Aging Dynamics
Ada Altieri, Giulio Biroli, Chiara Cammarota
Journal of Physics A: Mathematical and Theoretical
Ada Altieri, Giulio Biroli, Chiara Cammarota
Journal of Physics A: Mathematical and Theoretical
57 The role of regularization in classification of high-dimensional noisy Gaussian mixture
Francesca Mignacco, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
Francesca Mignacco, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
58 Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
Physical Review Letters
Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
Physical Review Letters
59 How to iron out rough landscapes and get optimal performances: averaged gradient descent and its application to tensor PCA
Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi
Journal of Physics A: Mathematical and Theoretical
Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi
Journal of Physics A: Mathematical and Theoretical
60 Jamming with Tunable Roughness
Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
Physical Review Letters
Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
Physical Review Letters
61 Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids
Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
Journal of Chemical Physics
Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
Journal of Chemical Physics
62 On the universality of noiseless linear estimation with respect to the measurement matrix
Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
63 Blind calibration for compressed sensing: State evolution and an online algorithm
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
64 Attractive versus truncated repulsive supercooled liquids: The dynamics is encoded in the pair correlation function
François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea Liu, David Reichman
Physical Review E
François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea Liu, David Reichman
Physical Review E
65 Anderson transition on the Bethe lattice: an approach with real energies
Giorgio Parisi, Saverio Pascazio, Francesca Pietracaprina, Valentina Ros, Antonello Scardicchio
Journal of Physics A: Mathematical and Theoretical
Giorgio Parisi, Saverio Pascazio, Francesca Pietracaprina, Valentina Ros, Antonello Scardicchio
Journal of Physics A: Mathematical and Theoretical
66 Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
Stéphane d'Ascoli, Maria Refinetti, Giulio Biroli, Florent Krzakala
-PROCEEDINGS-
Stéphane d'Ascoli, Maria Refinetti, Giulio Biroli, Florent Krzakala
-PROCEEDINGS-
67 Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction
Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
IEEE Journal of Selected Topics in Quantum Electronics
Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
IEEE Journal of Selected Topics in Quantum Electronics
68 Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices
Giulio Biroli, Alice Guionnet
Electronic Communications in Probability
Giulio Biroli, Alice Guionnet
Electronic Communications in Probability
69 Role of fluctuations in the yielding transition of two-dimensional glasses
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
Physical Review Research
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
Physical Review Research
70 An analytic theory of shallow networks dynamics for hinge loss classification
Franco Pellegrini, Giulio Biroli
-PROCEEDINGS-
Franco Pellegrini, Giulio Biroli
-PROCEEDINGS-
71 Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
72 Complex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase Retrieval
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
-PROCEEDINGS-
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
-PROCEEDINGS-
2019
73 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications
74 Self-planting: digging holes in rough landscapes
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
75 Comparing dynamics: deep neural networks versus glassy systems
Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann Lecun, Matthieu Wyart, Giulio Biroli
Journal of Statistical Mechanics: Theory and Experiment
Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann Lecun, Matthieu Wyart, Giulio Biroli
Journal of Statistical Mechanics: Theory and Experiment
76 Numerical implementation of dynamical mean field theory for disordered systems: application to the Lotka–Volterra model of ecosystems
F. Roy, Giulio Biroli, G Bunin, C. Cammarota
Journal of Physics A: Mathematical and Theoretical
F. Roy, Giulio Biroli, G Bunin, C. Cammarota
Journal of Physics A: Mathematical and Theoretical
77 A jamming transition from under- to over-parametrization affects generalization in deep learning
S Spigler, M Geiger, Stéphane d'Ascoli, L Sagun, Giulio Biroli, M Wyart
Journal of Physics A: Mathematical and Theoretical
S Spigler, M Geiger, Stéphane d'Ascoli, L Sagun, Giulio Biroli, M Wyart
Journal of Physics A: Mathematical and Theoretical
78 Adaptive cluster expansion for Ising spin models
Simona Cocco, Giancarlo Croce, Francesco Zamponi
The European Physical Journal B: Condensed Matter and Complex Systems
Simona Cocco, Giancarlo Croce, Francesco Zamponi
The European Physical Journal B: Condensed Matter and Complex Systems
79 High-temperature expansions and message passing algorithms
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mezard, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mezard, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
80 Strong anisotropy of superfluid He 4 counterflow turbulence
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review B
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review B
81 Towards an understanding of neural networks : mean-field incursions
Marylou Gabrié
-THESE-
Marylou Gabrié
-THESE-
82 Gardner physics in amorphous solids and beyond
Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
Journal of Chemical Physics
Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
Journal of Chemical Physics
83 Maximum-energy records in glassy energy landscapes
Ivailo Hartarsky, Marco Baity-Jesi, Riccardo Ravasio, Alain Billoire, Giulio Biroli
Journal of Statistical Mechanics: Theory and Experiment
Ivailo Hartarsky, Marco Baity-Jesi, Riccardo Ravasio, Alain Billoire, Giulio Biroli
Journal of Statistical Mechanics: Theory and Experiment
84 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
Physical Review E
Ada Altieri, Francesco Zamponi
Physical Review E
85 On the critical exponent α of the 5D random-field Ising model
Nikolaos G. Fytas, Giorgio Parisi, Marco Picco, Nicolas Sourlas, Víctor Martín-Mayor
Journal of Statistical Mechanics: Theory and Experiment
Nikolaos G. Fytas, Giorgio Parisi, Marco Picco, Nicolas Sourlas, Víctor Martín-Mayor
Journal of Statistical Mechanics: Theory and Experiment
86 Nonconvex image reconstruction via expectation propagation
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
Physical Review E
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
Physical Review E
87 Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
Physical Review B
Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
Physical Review B
88 Mean field theory of jamming of nonspherical particles
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
89 Out-of-equilibrium dynamical equations of infinite-dimensional particle systems. II. The anisotropic case under shear strain
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
90 Can a Large Packing be Assembled from Smaller Ones?
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
Physical Review Letters
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
Physical Review Letters
91 Jamming transition as a paradigm to understand the loss landscape of deep neural networks
Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart
Physical Review E
Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart
Physical Review E
92 Universal non-mean-field scaling in the density of states of amorphous solids
Harukuni Ikeda
Physical Review E
Harukuni Ikeda
Physical Review E
93 Effect of particle exchange on the glass transition of binary hard spheres
Harukuni Ikeda, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
Harukuni Ikeda, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
94 Out-of-equilibrium dynamical equations of infinite-dimensional particle systems I. The isotropic case
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
95 Typology of phase transitions in Bayesian inference problems
Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
Physical Review E
Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
Physical Review E
96 Complexity of energy barriers in mean-field glassy systems
V. Ros, Giulio Biroli, C. Cammarota
EPL - Europhysics Letters
V. Ros, Giulio Biroli, C. Cammarota
EPL - Europhysics Letters
97 Superfluid Helium in Three-Dimensional Counterflow Differs Strongly from Classical Flows: Anisotropy on Small Scales
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review Letters
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review Letters
98 Can the glass transition be explained without a growing static length scale?
Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Gilles Tarjus
Journal of Chemical Physics
Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Gilles Tarjus
Journal of Chemical Physics
99 Approximate Survey Propagation for Statistical Inference
Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
100 Network reconstruction from infection cascades
A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
Journal of the Royal Society Interface
A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
Journal of the Royal Society Interface