•Statistical physics

Disordered systems and applications

Publications

Disordered systems and applications

51 Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli

52 An analytic theory of shallow networks dynamics for hinge loss classification
Franco Pellegrini, Giulio Biroli
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53 Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
Stéphane d'Ascoli, Maria Refinetti, Giulio Biroli, Florent Krzakala
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54 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

55 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications

56 Self-planting: digging holes in rough landscapes
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment

57 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

58 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

59 A jamming transition from under- to over-parametrization affects generalization in deep learning
S Spigler, M Geiger, S D’ascoli, L Sagun, Giulio Biroli, M Wyart
Journal of Physics A: Mathematical and Theoretical

60 Adaptive cluster expansion for Ising spin models
Simona Cocco, Giancarlo Croce, Francesco Zamponi
The European Physical Journal B: Condensed Matter and Complex Systems

61 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

62 Strong anisotropy of superfluid He 4 counterflow turbulence
L. Biferale, D. Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
Physical Review B: Condensed Matter and Materials Physics (1998-2015)

63 Gardner physics in amorphous solids and beyond
Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
Journal of Chemical Physics

64 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

65 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
Physical Review E

66 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

67 Nonconvex image reconstruction via expectation propagation
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
Physical Review E

68 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

69 Mean field theory of jamming of nonspherical particles
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical

70 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

71 Can a Large Packing be Assembled from Smaller Ones?
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
Physical Review Letters

72 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

73 Universal non-mean-field scaling in the density of states of amorphous solids
Harukuni Ikeda
Physical Review E

74 Effect of particle exchange on the glass transition of binary hard spheres
Harukuni Ikeda, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment

75 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

76 Typology of phase transitions in Bayesian inference problems
Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
Physical Review E

77 Complexity of energy barriers in mean-field glassy systems
V. Ros, Giulio Biroli, C. Cammarota
EPL - Europhysics Letters

78 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

79 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

80 Approximate Survey Propagation for Statistical Inference
Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment

81 Network reconstruction from infection cascades
A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
Journal of the Royal Society Interface

82 Dynamics around the site percolation threshold on high-dimensional hypercubic lattices
Giulio Biroli, Patrick Charbonneau, Yi Hu
Physical Review E

83 Biased landscapes for random constraint satisfaction problems
Louise Budzynski, Federico Ricci-Tersenghi, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment

84 On the number of limit cycles in asymmetric neural networks
Sungmin Hwang, Viola Folli, Enrico Lanza, Giorgio Parisi, Giancarlo Ruocco, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment

85 Marginally stable phases in mean-field structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Physical Review E

86 Who is afraid of big bad minima? Analysis of gradient-flow in a spiked matrix-tensor model
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Lenka Zdeborová
Advances in Neural Information Processing Systems

87 Constraint satisfaction mechanisms for marginal stability and criticality in large ecosystems
Ada Altieri, Silvio Franz
Physical Review E

88 Jamming and Glass Transitions
Ada Altieri

89 Complex Energy Landscapes in Spiked-Tensor and Simple Glassy Models: Ruggedness, Arrangements of Local Minima, and Phase Transitions
Valentina Ros, Gérard Ben Arous, Giulio Biroli, Chiara Cammarota
Physical Review X

90 Inhomogeneous Gaussian free field inside the interacting arctic curve
Etienne Granet, Louise Budzynski, Jerome Dubail, Jesper Lykke Jacobsen
Journal of Statistical Mechanics: Theory and Experiment

91 Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
Stéphane d'Ascoli, Levent Sagun, Joan Bruna, Giulio Biroli
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92 Compressed sensing reconstruction using Expectation Propagation
Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
Journal of Physics A: Mathematical and Theoretical

93 Optimal errors and phase transitions in high-dimensional generalized linear models
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová
Proceedings of the National Academy of Sciences of the United States of America

94 Classical Glasses, Black Holes, and Strange Quantum Liquids
Davide Facoetti, Giulio Biroli, Jorge Kurchan, David R. Reichman
Phys.Rev.B

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94

Publications

5

Years

Statistical physics