Publications

201 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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202 Numerical implementation of dynamical mean field theory for disordered systems: application to the Lotka–Volterra model of ecosystems
Felix Roy, Giulio Biroli, G Bunin, C. Cammarota
2019 - Journal of Physics A: Mathematical and Theoretical

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

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204 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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205 Jamming and Glass Transitions
Ada Altieri
2019 -

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206 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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207 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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208 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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209 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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210 Optimal errors and phase transitions in high-dimensional generalized linear models
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane, Lenka Zdeborová
2019 - Proceedings of the National Academy of Sciences of the United States of America

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211 Classical Glasses, Black Holes, and Strange Quantum Liquids
Davide Facoetti, Giulio Biroli, Jorge Kurchan, David R. Reichman
2019 - Physical Review B

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