Publications

Disordered systems and applications

101 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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102 adabmDCA: adaptive Boltzmann machine learning for biological sequences
Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2021 - BMC Bioinformatics

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103 Three simple scenarios for high-dimensional sphere packings
Patrick Charbonneau, Peter Morse, Will Perkins, Francesco Zamponi
2021 - Physical Review E

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104 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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105 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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106 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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107 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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108 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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109 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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110 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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111 Experimental Approach to Demonstrating Contextuality for Qudits
Adel Sohbi, Ruben Ohana, Isabelle Zaquine, Eleni Diamanti, Damian Markham
2021 - Physical Review A

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112 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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113 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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114 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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115 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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116 Academic institutions’ commitment to refugees
Marc Mézard
2021 - Nature Reviews Materials

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117 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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118 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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119 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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120 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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121 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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122 Lévy-Rosenzweig-Porter random matrix ensemble
G. Biroli, M. Tarzia
2021 - Physical Review B

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123 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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124 Chapter 22. Connections to Statistical Physics
Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
2021 -

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125 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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126 LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor
Charles Brossollet, Alessandro Cappelli, Igor Carron, Charidimos Chaintoutis, Amelie Chatelain, Laurent Daudet, Sylvain Gigan, Daniel Hesslow, Florent Krzakala, Julien Launay, Safa Mokaadi, Fabien Moreau, Kilian Muller, Ruben Ohana, Gustave Pariente, Iacopo Poli, Elena Tommasone
2021 - -PROCEEDINGS-

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127 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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128 Large deviations of extreme eigenvalues of generalized sample covariance matrices
Antoine Maillard
2021 - EPL

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129 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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130 Dynamical instantons and activated processes in mean-field glass models
Valentina Ros, Giulio Biroli, Chiara Cammarota
2021 - SciPost Physics

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131 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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132 Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification
Francesca Mignacco, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
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133 An analytic theory of shallow networks dynamics for hinge loss classification
Franco Pellegrini, Giulio Biroli
2020 -

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134 On the Number of Limit Cycles in Diluted Neural Networks
Sungmin Hwang, Enrico Lanza, Giorgio Parisi, Jacopo Rocchi, Giancarlo Ruocco, Francesco Zamponi
2020 - Journal of Statistical Physics

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135 The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
Louise Budzynski, Guilhem Semerjian
2020 - Journal of Statistical Physics

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136 Aligning biological sequences by exploiting residue conservation and coevolution
Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2020 - Physical Review E

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137 Modelling the influence of data structure on learning in neural networks: the hidden manifold model
Sebastian Goldt, Marc Mézard, Florent Krzakala, Lenka Zdeborová
2020 - Physical Review X

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138 Macroeconomic agent-based models : a statistical physics perspective
Dhruv Sharma
2020 - -THESE-

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139 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
2020 - Journal of Physics A: Mathematical and Theoretical
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140 Predicting plasticity in disordered solids from structural indicators
D. Richard, Misaki Ozawa, S. Patinet, E. Stanifer, B. Shang, S. A. Ridout, B. Xu, G. Zhang, P. K. Morse, J. -L. Barrat, Ludovic Berthier, M. L. Falk, P. Guan, A. J. Liu, K. Martens, S. Sastry, D. Vandembroucq, E. Lerner, M. L. Manning
2020 - Physical Review Materials

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141 Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
Louise Budzynski, Guilhem Semerjian
2020 - Journal of Statistical Mechanics: Theory and Experiment

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142 Algorithmic barriers in random constraint satisfaction problems
Louise Budzynski
2020 - -THESE-

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143 Dynamical Mean-Field Theory and Aging Dynamics
Ada Altieri, Giulio Biroli, Chiara Cammarota
2020 - Journal of Physics A: Mathematical and Theoretical

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144 Ultrastable metallic glasses in silico
Anshul D. S. Parmar, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Letters

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145 Recovery thresholds in the sparse planted matching problem
Guilhem Semerjian, Gabriele Sicuro, Lenka Zdeborová
2020 - Physical Review E

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146 Anomalous dynamics on the ergodic side of the many-body localization transition and the glassy phase of directed polymers in random media
G. Biroli, M. Tarzia
2020 - Physical Review B

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147 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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148 Learning performance in inverse Ising problems with sparse teacher couplings
Alia Abbara, Yoshiyuki Kabashima, Tomoyuki Obuchi, Yingying Xu
2020 - Journal of Statistical Mechanics: Theory and Experiment

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149 Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation
Jean Barbier, Nicolas Macris, Mohamad Dia, Florent Krzakala
2020 - IEEE Transactions on Information Theory

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150 The role of regularization in classification of high-dimensional noisy Gaussian mixture
Francesca Mignacco, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
2020 -

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