Publications

Disordered systems and applications

101 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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102 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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103 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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104 The role of regularization in classification of high-dimensional noisy Gaussian mixture
Francesca Mignacco, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
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105 Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
2020 - Physical Review Letters

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106 Complex interactions can create persistent fluctuations in high-diversity ecosystems
Felix Roy, Matthieu Barbier, Giulio Biroli, Guy Bunin
2020 - PLoS Computational Biology

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107 Force balance controls the relaxation time of the gradient descent algorithm in the satisfiable phase
Sungmin Hwang, Harukuni Ikeda
2020 - Physical Review E

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108 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
2020 - Journal of Physics A: Mathematical and Theoretical

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109 Jamming with Tunable Roughness
Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
2020 - Physical Review Letters

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110 Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids
Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
2020 - The Journal of Chemical Physics

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111 On the universality of noiseless linear estimation with respect to the measurement matrix
Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
2020 - Journal of Physics A: Mathematical and Theoretical

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112 Compressed sensing reconstruction using Expectation Propagation
Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
2020 - Journal of Physics A: Mathematical and Theoretical

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113 Machine learning glasses
Giulio Biroli
2020 - Nature Physics

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114 Fundamental limits of detection in the spiked Wigner model
Ahmed El Alaoui, Florent Krzakala, Michael Jordan
2020 - The Annals of Statistics

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115 Blind calibration for compressed sensing: State evolution and an online algorithm
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová
2020 - Journal of Physics A: Mathematical and Theoretical

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116 Distribution of rare saddles in the p -spin energy landscape
Valentina Ros
2020 - Journal of Physics A: Mathematical and Theoretical

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117 Scaling description of generalization with number of parameters in deep learning
Mario Geiger, Arthur Jacot, Stefano Spigler, Franck Gabriel, Levent Sagun, Stéphane D’ascoli, Giulio Biroli, Clément Hongler, Matthieu Wyart
2020 - Journal of Statistical Mechanics: Theory and Experiment

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118 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
2020 - Physical Review E

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119 Anderson transition on the Bethe lattice: an approach with real energies
Giorgio Parisi, Saverio Pascazio, Francesca Pietracaprina, Valentina Ros, Antonello Scardicchio
2020 - Journal of Physics A: Mathematical and Theoretical

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120 Glass stability changes the nature of yielding under oscillatory shear
Wei-Ting Yeh, Misaki Ozawa, Kunimasa Miyazaki, Takeshi Kawasaki, Ludovic Berthier
2020 - Physical Review Letters

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121 Role of fluctuations in the yielding transition of two-dimensional glasses
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
2020 - Physical Review Research

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122 Reservoir Computing meets Recurrent Kernels and Structured Transforms
Jonathan Dong, Ruben Ohana, Mushegh Rafayelyan, Florent Krzakala
2020 - Advances in Neural Information Processing Systems
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123 Dynamics of stochastic gradient descent for two-layer neural networks in the teacher–student setup
Sebastian Goldt, Madhu S Advani, Andrew M Saxe, Florent Krzakala, Lenka Zdeborová
2020 - Journal of Statistical Mechanics: Theory and Experiment

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124 Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction
Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan
2020 - Physical Review X

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125 An analytic theory of shallow networks dynamics for hinge loss classification
Franco Pellegrini, Giulio Biroli
2020 - -PROCEEDINGS-

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126 Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
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127 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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128 Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices
Giulio Biroli, Alice Guionnet
2020 - Electronic Communications in Probability

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129 Brittle yielding of amorphous solids at finite shear rates
Murari Singh, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Materials

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130 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
2020 - -PROCEEDINGS-

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131 Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction
Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
2020 - IEEE Journal of Selected Topics in Quantum Electronics

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132 Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
Stéphane d'Ascoli, Maria Refinetti, Giulio Biroli, Florent Krzakala
2020 - -PROCEEDINGS-

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133 Theory of Simple Glasses
Giorgio Parisi, Pierfrancesco Urbani, Francesco Zamponi
2019 -

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134 Blind Calibration for Sparse Regression: A State Evolution Analysis
Marylou Gabrie, Jean Barbier, Florent Krzakala, Lenka Zdeborova
2019 - CAMSAP 2019 - Proceedings
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135 Self-planting: digging holes in rough landscapes
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment

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136 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Nature Communications

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137 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
2019 - Journal of Statistical Mechanics: Theory and Experiment

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138 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
2019 - Journal of Physics A: Mathematical and Theoretical

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139 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
2019 - Journal of Physics A: Mathematical and Theoretical

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140 High-temperature expansions and message passing algorithms
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mezard, Lenka Zdeborová
2019 - Journal of Statistical Mechanics: Theory and Experiment

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141 Adaptive cluster expansion for Ising spin models
Simona Cocco, Giancarlo Croce, Francesco Zamponi
2019 - The European Physical Journal B: Condensed Matter and Complex Systems

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142 Strong anisotropy of superfluid He 4 counterflow turbulence
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
2019 - Physical Review B

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143 Towards an understanding of neural networks : mean-field incursions
Marylou Gabrié
2019 - -THESE-

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144 Gardner physics in amorphous solids and beyond
Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
2019 - The Journal of Chemical Physics

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145 Maximum-energy records in glassy energy landscapes
Ivailo Hartarsky, Marco Baity-Jesi, Riccardo Ravasio, Alain Billoire, Giulio Biroli
2019 - Journal of Statistical Mechanics: Theory and Experiment

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146 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
2019 - Physical Review E

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147 On the critical exponent α of the 5D random-field Ising model
Nikolaos G. Fytas, Giorgio Parisi, Marco Picco, Nicolas Sourlas, Víctor Martín-Mayor
2019 - Journal of Statistical Mechanics: Theory and Experiment

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148 Nonconvex image reconstruction via expectation propagation
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
2019 - Physical Review E

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149 Quantum Monte Carlo algorithm for out-of-equilibrium Green's functions at long times
Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
2019 - Physical Review B

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150 Mean field theory of jamming of nonspherical particles
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical

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