Publications

Systèmes Désordonnés et Applications

151 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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152 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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153 Machine learning glasses
Giulio Biroli
2020 - Nature Physics

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

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155 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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156 Distribution of rare saddles in the p -spin energy landscape
Valentina Ros
2020 - Journal of Physics A: Mathematical and Theoretical

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157 Marvels and pitfalls of the Langevin algorithm in noisy high-dimensional inference
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborova
2020 - Physical Review X

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158 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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159 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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160 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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161 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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162 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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163 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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164 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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165 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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166 Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
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167 Phase retrieval in high dimensions: Statistical and computational phase transitions
Antoine Maillard, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
2020 - Advances in Neural Information Processing Systems
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168 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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169 Brittle yielding of amorphous solids at finite shear rates
Murari Singh, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Materials

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170 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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171 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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172 Theory of Simple Glasses
Giorgio Parisi, Pierfrancesco Urbani, Francesco Zamponi
2019 -

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173 Blind Calibration for Sparse Regression: A State Evolution Analysis
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborova
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174 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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175 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Nature Communications

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176 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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177 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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178 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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179 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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180 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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181 Towards an understanding of neural networks : mean-field incursions
Marylou Gabrié
2019 - -THESE-

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182 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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183 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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184 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
2019 - Physical Review E

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185 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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186 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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187 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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188 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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189 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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190 Can a Large Packing be Assembled from Smaller Ones?
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
2019 - Physical Review Letters

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191 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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192 Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method
Jean Barbier, Chun Lam Chan, Nicolas Macris
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193 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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194 Universal non-mean-field scaling in the density of states of amorphous solids
Harukuni Ikeda
2019 - Physical Review E

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195 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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196 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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197 Typology of phase transitions in Bayesian inference problems
Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová
2019 - Physical Review E

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198 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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199 Complexity of energy barriers in mean-field glassy systems
V. Ros, Giulio Biroli, C. Cammarota
2019 - EPL - Europhysics Letters

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200 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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