2020
151 Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
2020 - Physical Review Letters
Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
2020 - Physical Review Letters
152 Complex interactions can create persistent fluctuations in high-diversity ecosystems
Felix Roy, Matthieu Barbier, Giulio Biroli, Guy Bunin
2020 - PLoS Computational Biology
Felix Roy, Matthieu Barbier, Giulio Biroli, Guy Bunin
2020 - PLoS Computational Biology
153 Force balance controls the relaxation time of the gradient descent algorithm in the satisfiable phase
Sungmin Hwang, Harukuni Ikeda
2020 - Physical Review E
Sungmin Hwang, Harukuni Ikeda
2020 - Physical Review E
154 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
Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi
2020 - Journal of Physics A: Mathematical and Theoretical
155 Jamming with Tunable Roughness
Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
2020 - Physical Review Letters
Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
2020 - Physical Review Letters
156 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
Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
2020 - The Journal of Chemical Physics
157 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
Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
2020 - Journal of Physics A: Mathematical and Theoretical
158 Compressed sensing reconstruction using Expectation Propagation
Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
2020 - Journal of Physics A: Mathematical and Theoretical
Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan
2020 - Journal of Physics A: Mathematical and Theoretical
160 Fundamental limits of detection in the spiked Wigner model
Ahmed El Alaoui, Florent Krzakala, Michael Jordan
2020 - Annals of Statistics
Ahmed El Alaoui, Florent Krzakala, Michael Jordan
2020 - Annals of Statistics
161 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
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová
2020 - Journal of Physics A: Mathematical and Theoretical
162 Distribution of rare saddles in the p -spin energy landscape
Valentina Ros
2020 - Journal of Physics A: Mathematical and Theoretical
Valentina Ros
2020 - Journal of Physics A: Mathematical and Theoretical
163 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
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborova
2020 - Physical Review X
164 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
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
165 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
François P. Landes, Giulio Biroli, Olivier Dauchot, Andrea Liu, David Reichman
2020 - Physical Review E
166 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
Giorgio Parisi, Saverio Pascazio, Francesca Pietracaprina, Valentina Ros, Antonello Scardicchio
2020 - Journal of Physics A: Mathematical and Theoretical
167 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
Wei-Ting Yeh, Misaki Ozawa, Kunimasa Miyazaki, Takeshi Kawasaki, Ludovic Berthier
2020 - Physical Review Letters
168 Role of fluctuations in the yielding transition of two-dimensional glasses
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
2020 - Physical Review Research
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
2020 - Physical Review Research
169 Reservoir Computing meets Recurrent Kernels and Structured Transforms
Jonathan Dong, Ruben Ohana, Mushegh Rafayelyan, Florent Krzakala
2020 - Advances in Neural Information Processing Systems
-PROCEEDINGS-
Jonathan Dong, Ruben Ohana, Mushegh Rafayelyan, Florent Krzakala
2020 - Advances in Neural Information Processing Systems
-PROCEEDINGS-
170 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
Sebastian Goldt, Madhu S Advani, Andrew M Saxe, Florent Krzakala, Lenka Zdeborová
2020 - Journal of Statistical Mechanics: Theory and Experiment
171 Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction
Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan
2020 - Physical Review X
Mushegh Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krzakala, Sylvain Gigan
2020 - Physical Review X
172 Triple descent and the two kinds of overfitting: Where & why do they appear?
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
2020 -
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
2020 -
173 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
-PROCEEDINGS-
Antoine Maillard, Bruno Loureiro, Florent Krzakala, Lenka Zdeborová
2020 - Advances in Neural Information Processing Systems
-PROCEEDINGS-
174 Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices
Giulio Biroli, Alice Guionnet
2020 - Electronic Communications in Probability
Giulio Biroli, Alice Guionnet
2020 - Electronic Communications in Probability
175 Brittle yielding of amorphous solids at finite shear rates
Murari Singh, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Materials
Murari Singh, Misaki Ozawa, Ludovic Berthier
2020 - Physical Review Materials
176 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-
Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
2020 - -PROCEEDINGS-
177 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
Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
2020 - IEEE Journal of Selected Topics in Quantum Electronics
2019
179 Blind Calibration for Sparse Regression: A State Evolution Analysis
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborova
2019 -
Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborova
2019 -
180 Self-planting: digging holes in rough landscapes
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment
Dhruv Sharma, Jean-Philippe Bouchaud, Marco Tarzia, Francesco Zamponi
2019 - Journal of Statistical Mechanics: Theory and Experiment
181 Nature of excitations and defects in structural glasses
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Nature Communications
Camille Scalliet, Ludovic Berthier, Francesco Zamponi
2019 - Nature Communications
182 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
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
183 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
S Spigler, M Geiger, Stéphane d'Ascoli, L Sagun, Giulio Biroli, M Wyart
2019 - Journal of Physics A: Mathematical and Theoretical
184 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
Antoine Maillard, Laura Foini, Alejandro Lage Castellanos, Florent Krzakala, Marc Mezard, Lenka Zdeborová
2019 - Journal of Statistical Mechanics: Theory and Experiment
185 Adaptive cluster expansion for Ising spin models
Simona Cocco, Giancarlo Croce, Francesco Zamponi
2019 - The European Physical Journal B: Condensed Matter and Complex Systems
Simona Cocco, Giancarlo Croce, Francesco Zamponi
2019 - The European Physical Journal B: Condensed Matter and Complex Systems
186 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
L. Biferale, Dmytro Khomenko, V. L'Vov, A. Pomyalov, I. Procaccia, G. Sahoo
2019 - Physical Review B
187 Towards an understanding of neural networks : mean-field incursions
Marylou Gabrié
2019 - -THESE-
Marylou Gabrié
2019 - -THESE-
188 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
Ludovic Berthier, Giulio Biroli, Patrick Charbonneau, Eric I. Corwin, Silvio Franz, Francesco Zamponi
2019 - The Journal of Chemical Physics
189 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
Ivailo Hartarsky, Marco Baity-Jesi, Riccardo Ravasio, Alain Billoire, Giulio Biroli
2019 - Journal of Statistical Mechanics: Theory and Experiment
190 Mean-field stability map of hard-sphere glasses
Ada Altieri, Francesco Zamponi
2019 - Physical Review E
Ada Altieri, Francesco Zamponi
2019 - Physical Review E
191 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
Nikolaos G. Fytas, Giorgio Parisi, Marco Picco, Nicolas Sourlas, Víctor Martín-Mayor
2019 - Journal of Statistical Mechanics: Theory and Experiment
192 Nonconvex image reconstruction via expectation propagation
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
2019 - Physical Review E
Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo
2019 - Physical Review E
193 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
Corentin Bertrand, Olivier Parcollet, Antoine Maillard, Xavier Waintal
2019 - Physical Review B
194 Mean field theory of jamming of nonspherical particles
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical
Harukuni Ikeda, Pierfrancesco Urbani, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical
195 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
Elisabeth Agoritsas, Thibaud Maimbourg, Francesco Zamponi
2019 - Journal of Physics A: Mathematical and Theoretical
196 Can a Large Packing be Assembled from Smaller Ones?
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
2019 - Physical Review Letters
Daniel Hexner, Pierfrancesco Urbani, Francesco Zamponi
2019 - Physical Review Letters
197 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
Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart
2019 - Physical Review E
198 Mutual Information for the Stochastic Block Model by the Adaptive Interpolation Method
Jean Barbier, Chun Lam Chan, Nicolas Macris
2019 -
Jean Barbier, Chun Lam Chan, Nicolas Macris
2019 -
199 Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex Media
Jonathan Dong, Florent Krzakala, Sylvain Gigan
2019 -
Jonathan Dong, Florent Krzakala, Sylvain Gigan
2019 -
200 Universal non-mean-field scaling in the density of states of amorphous solids
Harukuni Ikeda
2019 - Physical Review E
Harukuni Ikeda
2019 - Physical Review E
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