2020

51   Macroeconomic agent-based models : a statistical physics perspective
 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-
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
54   The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
55   Algorithmic barriers in random constraint satisfaction problems
 Louise Budzynski
-THESE-
56   Dynamical Mean-Field Theory and Aging Dynamics
 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
58   Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
 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
60   Jamming with Tunable Roughness
 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
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
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
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
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
66   Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
 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
68   Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices
 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
70   Triple descent and the two kinds of overfitting: Where & why do they appear?
 Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
71   An analytic theory of shallow networks dynamics for hinge loss classification
 Franco Pellegrini, Giulio Biroli
-PROCEEDINGS-
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-

2019

73   Self-planting: digging holes in rough landscapes
 Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
74   Nature of excitations and defects in structural glasses
 Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications
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
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
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
78   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
79   Adaptive cluster expansion for Ising spin models
 Simona Cocco, Giancarlo Croce, Francesco Zamponi
The European Physical Journal B: Condensed Matter and Complex Systems
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
81   Towards an understanding of neural networks : mean-field incursions
 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
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
84   Mean-field stability map of hard-sphere glasses
 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
86   Nonconvex image reconstruction via expectation propagation
 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
88   Mean field theory of jamming of nonspherical particles
 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
90   Can a Large Packing be Assembled from Smaller Ones?
 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
92   Universal non-mean-field scaling in the density of states of amorphous solids
 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
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
95   Typology of phase transitions in Bayesian inference problems
 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
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
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
99   Approximate Survey Propagation for Statistical Inference
 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
113
Publications
6
Années