2020

1   Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
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2   The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
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3   Dynamical Mean-Field Theory and Aging Dynamics
 Ada Altieri, Giulio Biroli, Chiara Cammarota
Journal of Physics A: Mathematical and Theoretical
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4   Role of fluctuations in the yielding transition of two-dimensional glasses
 Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
Physical Review Research
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5   Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
 Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
Physical Review Letters
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6   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
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7   Jamming with Tunable Roughness
 Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
Physical Review Letters
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8   Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids
 Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
Journal of Chemical Physics
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9   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
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10   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
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11   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
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12   An analytic theory of shallow networks dynamics for hinge loss classification
 Franco Pellegrini, Giulio Biroli
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13   Triple descent and the two kinds of overfitting: Where & why do they appear?
 Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
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14   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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15   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
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2019

16   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
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17   Nature of excitations and defects in structural glasses
 Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Nature Communications
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18   Self-planting: digging holes in rough landscapes
 Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
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19   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
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20   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
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21   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
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22   Adaptive cluster expansion for Ising spin models
 Simona Cocco, Giancarlo Croce, Francesco Zamponi
European Physical Journal B: Condensed Matter and Complex Systems
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23   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
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24   Gardner physics in amorphous solids and beyond
 Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
Journal of Chemical Physics
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25   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
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26   Nonconvex image reconstruction via expectation propagation
 Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
Physical Review E
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27   Mean-field stability map of hard-sphere glasses
 Ada Altieri, Francesco Zamponi
Physical Review E
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28   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
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29   Mean field theory of jamming of nonspherical particles
 Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
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30   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
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31   Can a Large Packing be Assembled from Smaller Ones?
 Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
Physical Review Letters
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32   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
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33   Universal non-mean-field scaling in the density of states of amorphous solids
 Harukuni Ikeda
Physical Review E
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34   Effect of particle exchange on the glass transition of binary hard spheres
 Harukuni Ikeda, Francesco Zamponi
Journal of Statistical Mechanics: Theory and Experiment
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35   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
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36   Typology of phase transitions in Bayesian inference problems
 Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
Physical Review E
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37   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
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38   Complexity of energy barriers in mean-field glassy systems
 V. Ros, Giulio Biroli, C. Cammarota
EPL - Europhysics Letters
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39   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
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40   Approximate Survey Propagation for Statistical Inference
 Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
Journal of Statistical Mechanics: Theory and Experiment
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41   Network reconstruction from infection cascades
 A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
Journal of the Royal Society Interface
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42   Biased landscapes for random constraint satisfaction problems
 Louise Budzynski, Federico Ricci-Tersenghi, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
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43   Dynamics around the site percolation threshold on high-dimensional hypercubic lattices
 Giulio Biroli, Patrick Charbonneau, Yi Hu
Physical Review E
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44   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
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45   Marginally stable phases in mean-field structural glasses
 Camille Scalliet, Ludovic Berthier, Francesco Zamponi
Physical Review E
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46   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
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47   Jamming and Glass Transitions
 Ada Altieri
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48   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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49   Constraint satisfaction mechanisms for marginal stability and criticality in large ecosystems
 Ada Altieri, Silvio Franz
Physical Review E
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50   Compressed sensing reconstruction using Expectation Propagation
 Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
Journal of Physics A: Mathematical and Theoretical
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52
Publications
2
Years
2020
15
2019
37

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