Publications

Disordered systems and applications

151 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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152 Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
2020 -

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153 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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154 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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155 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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156 Brittle yielding of amorphous solids at finite shear rates
Murari Singh, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Materials

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

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158 Blind Calibration for Sparse Regression: A State Evolution Analysis
Marylou Gabrie, Jean Barbier, Florent Krzakala, Lenka Zdeborova
2019 -

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159 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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160 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Nature Communications

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161 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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162 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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163 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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164 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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165 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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166 Towards an understanding of neural networks : mean-field incursions
Marylou Gabrié
2019 - -THESE-

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167 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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168 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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169 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
2019 - Physical Review E

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170 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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171 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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172 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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173 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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174 Out-of-equilibrium dynamical equations of infinite-dimensional particle systems. II. The anisotropic case under shear strain
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical

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175 Can a Large Packing be Assembled from Smaller Ones?
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
2019 - Physical Review Letters

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176 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
2019 - Physical Review E

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177 Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method
Jean Barbier, Chun Lam Chan, Nicolas Macris
2019 -

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178 Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media
Jonathan Dong, Florent Krzakala, Sylvain Gigan
2019 -

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179 Universal non-mean-field scaling in the density of states of amorphous solids
Harukuni Ikeda
2019 - Physical Review E

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180 Effect of particle exchange on the glass transition of binary hard spheres
Harukuni Ikeda, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment

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181 Out-of-equilibrium dynamical equations of infinite-dimensional particle systems I. The isotropic case
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical

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182 Typology of phase transitions in Bayesian inference problems
Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
2019 - Physical Review E

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183 Complexity of energy barriers in mean-field glassy systems
V. Ros, Giulio Biroli, C. Cammarota
2019 - EPL - Europhysics Letters

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184 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
2019 - Physical Review Letters

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185 Can the glass transition be explained without a growing static length scale?
Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Gilles Tarjus
2019 - The Journal of Chemical Physics

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186 Approximate Survey Propagation for Statistical Inference
Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
2019 - Journal of Statistical Mechanics: Theory and Experiment

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187 Network reconstruction from infection cascades
A. Braunstein, Alessandro Ingrosso, Anna Paola Muntoni
2019 - Journal of the Royal Society Interface

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188 Biased landscapes for random constraint satisfaction problems
Louise Budzynski, Federico Ricci-Tersenghi, Guilhem Semerjian
2019 - Journal of Statistical Mechanics: Theory and Experiment

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189 Dynamics around the site percolation threshold on high-dimensional hypercubic lattices
Giulio Biroli, Patrick Charbonneau, Yi Hu
2019 - Physical Review E

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190 On the number of limit cycles in asymmetric neural networks
Sungmin Hwang, Viola Folli, Enrico Lanza, Giorgio Parisi, Giancarlo Ruocco, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment

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191 Constraint satisfaction mechanisms for marginal stability and criticality in large ecosystems
Ada Altieri, Silvio Franz
2019 - Physical Review E

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192 Entropy and mutual information in models of deep neural networks
Marylou Gabrié, Andre Manoel, Clément Luneau, Jean Barbier, Nicolas Macris, Florent Krzakala, Lenka Zdeborová
2019 - Journal of Statistical Mechanics: Theory and Experiment

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193 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
2019 - Physical Review X

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194 Inhomogeneous Gaussian free field inside the interacting arctic curve
Etienne Granet, Louise Budzynski, Jerome Dubail, Jesper Lykke Jacobsen
2019 - Journal of Statistical Mechanics: Theory and Experiment

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195 Marginally stable phases in mean-field structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Physical Review E

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196 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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197 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
2019 - Advances in Neural Information Processing Systems
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198 Jamming and Glass Transitions
Ada Altieri
2019 -

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199 Evidence for Supersymmetry in the Random-Field Ising Model at D=5
Nikolaos G. Fytas, Víctor Martín-Mayor, Giorgio Parisi, Marco Picco, Nicolas Sourlas
2019 - Physical Review Letters

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200 Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
Stéphane d'Ascoli, Levent Sagun, Joan Bruna, Giulio Biroli
2019 - -PROCEEDINGS-

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