2021

1   An analytic theory of shallow networks dynamics for hinge loss classification*
 Franco Pellegrini, Giulio Biroli
2021 - Journal of Statistical Mechanics: Theory and Experiment
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2   Triple descent and the two kinds of overfitting: where and why do they appear?*
 Stéphane D’ascoli, Levent Sagun, Giulio Biroli
2021 - Journal of Statistical Mechanics: Theory and Experiment
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3   Efficient generative modeling of protein sequences using simple autoregressive models
 Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt
2021 - Nature Communications
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4   adabmDCA: adaptive Boltzmann machine learning for biological sequences
 Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2021 - BMC Bioinformatics
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5   Three simple scenarios for high-dimensional sphere packings
 Patrick Charbonneau, Peter Morse, Will Perkins, Francesco Zamponi
2021 - Physical Review E
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6   Active matter in infinite dimensions: Fokker–Planck equation and dynamical mean-field theory at low density
 Francesco Zamponi, Thibaut Arnoulx de Pirey, Alessandro Manacorda, Frédéric van Wijland
2021 - The Journal of Chemical Physics
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7   Dynamics of Liquids in the Large-Dimensional Limit
 Chen Liu, Giulio Biroli, David R Reichman, Grzegorz Szamel
2021 - Physical Review E
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8   PAGnol: An Extra-Large French Generative Model
 Julien Launay, Elena Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah
2021 - -REPORT-
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9   Sparse generative modeling via parameter-reduction of Boltzmann machines: application to protein-sequence families
 Pierre Barrat-Charlaix, Anna Paola Muntoni, Kai Shimagaki, Martin Weigt, Francesco Zamponi
2021 - Physical Review E
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10   Amorphous Order and Nonlinear Susceptibilities in Glassy Materials
 Giulio Biroli, Jean-Philippe Bouchaud, Francois Ladieu
2021 - Journal of Physical Chemistry B
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11   Properties of Equilibria and Glassy Phases of the Random Lotka-Volterra Model with Demographic Noise
 Ada Altieri, Félix Roy, Chiara Cammarota, Giulio Biroli
2021 - Physical Review Letters
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12   Mean-Field Caging in a Random Lorentz Gas
 Giulio Biroli, Patrick Charbonneau, Yi Hu, Harukuni Ikeda, Grzegorz Szamel, Francesco Zamponi
2021 - Journal of Physical Chemistry B
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13   Revisiting the concept of activation in supercooled liquids
 Marco Baity-Jesi, Giulio Biroli, David R Reichman
2021 - European Physical Journal E: Soft matter and biological physics
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14   Good speciation and endogenous business cycles in a constraint satisfaction macroeconomic model
 Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
2021 - Journal of Statistical Mechanics: Theory and Experiment
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15   Random Assignment Problems on 2d Manifolds
 Dario Benedetto, Emanuele Caglioti, Sergio Caracciolo, Matteo d'Achille, Gabriele Sicuro, Andrea Sportiello
2021 - Journal of Statistical Physics
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16   Academic institutions’ commitment to refugees
 Marc Mézard
2021 - Nature Reviews Materials
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17   Relationship between two-level systems and quasilocalized normal modes in glasses
 Dmytro Khomenko, David Reichman, Francesco Zamponi
2021 - Physical Review Materials
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18   Low-frequency vibrational spectrum of mean-field disordered systems
 Eran Bouchbinder, Edan Lerner, Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi
2021 - Physical Review B
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19   Epidemic mitigation by statistical inference from contact tracing data
 Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Anna Paola Muntoni, Maria Refinetti, Stefano Sarao Mannelli, Lenka Zdeborov Ái
2021 - Proceedings of the National Academy of Sciences of the United States of America
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20   Elastoplasticity Mediates Dynamical Heterogeneity Below the Mode-Coupling Temperature
 Rahul N Chacko, François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea J Liu, David R Reichman
2021 - Physical Review Letters
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21   V-, U-, L-or W-shaped economic recovery after Covid-19: Insights from an Agent Based Model
 Dhruv Sharma, Jean-Philippe Bouchaud, Stanislao Gualdi, Marco Tarzia, Francesco Zamponi
2021 - PLoS ONE
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22   Interplay between percolation and glassiness in the random Lorentz gas
 Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Yi Hu, Harukuni Ikeda, Grzegorz Szamel, Francesco Zamponi
2021 - Physical Review E
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23   Lévy-Rosenzweig-Porter random matrix ensemble
 G. Biroli, M. Tarzia
2021 - Physical Review B
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24   Chapter 22. Connections to Statistical Physics
 Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
2021 -
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25   Searching for the Gardner transition in glassy glycerol
 Samuel Albert, Giulio Biroli, François Ladieu, Roland Tourbot, Pierfrancesco Urbani
2021 - Physical Review Letters
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26   Generalisation error in learning with random features and the hidden manifold model
 Federica Gerace, Bruno Loureiro, Florent Krzakala, Marc Mezard, Lenka Zdeborová
2021 - Journal of Statistical Mechanics: Theory and Experiment
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27   Mean-field model of interacting quasilocalized excitations in glasses
 Corrado Rainone, Pierfrancesco Urbani, Francesco Zamponi, Edan Lerner, Eran Bouchbinder
2021 - SciPost Physics Core
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28   Dynamical instantons and activated processes in mean-field glass models
 Valentina Ros, Giulio Biroli, Chiara Cammarota
2021 - SciPost Physics
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29   Large deviations of extreme eigenvalues of generalized sample covariance matrices
 Antoine Maillard
2021 - EPL - Europhysics Letters
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30   Out-of-equilibrium phase diagram of the quantum random energy model
 Giulio Biroli, Davide Facoetti, Marco Schiró, Marco Tarzia, Pierpaolo Vivo
2021 - Physical Review B
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30
Publications
2021

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