2020

1   Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification
 Francesca Mignacco, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
2   On the Number of Limit Cycles in Diluted Neural Networks
 Sungmin Hwang, Enrico Lanza, Giorgio Parisi, Jacopo Rocchi, Giancarlo Ruocco, Francesco Zamponi
Journal of Statistical Physics
3   Modelling the influence of data structure on learning in neural networks: the hidden manifold model
 Sebastian Goldt, Marc Mézard, Florent Krzakala, Lenka Zdeborová
Physical Review X
4   Aligning biological sequences by exploiting residue conservation and coevolution
 Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
Physical Review E
5   Macroeconomic agent-based models : a statistical physics perspective
 Dhruv Sharma
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6   Preface to the special issue on ‘Disordered serendipity: a glassy path to discovery’
 Andrea Cavagna, Silvio Franz, Irene Giardina, Luca Leuzzi, Andrea Maiorano, Enzo Marinari, Federico Ricci-Tersenghi, Tommaso Rizzo, Francesco Zamponi
Journal of Physics A: Mathematical and Theoretical
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7   Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
8   The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
9   Algorithmic barriers in random constraint satisfaction problems
 Louise Budzynski
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10   Dynamical Mean-Field Theory and Aging Dynamics
 Ada Altieri, Giulio Biroli, Chiara Cammarota
Journal of Physics A: Mathematical and Theoretical
11   The role of regularization in classification of high-dimensional noisy Gaussian mixture
 Francesca Mignacco, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
12   Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
 Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
Physical Review Letters
13   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
Journal of Physics A: Mathematical and Theoretical
14   Jamming with Tunable Roughness
 Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
Physical Review Letters
15   Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids
 Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
Journal of Chemical Physics
16   On the universality of noiseless linear estimation with respect to the measurement matrix
 Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
17   Blind calibration for compressed sensing: State evolution and an online algorithm
 Marylou Gabrié, Jean Barbier, Florent Krzakala, Lenka Zdeborová
Journal of Physics A: Mathematical and Theoretical
18   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
Physical Review E
19   Anderson transition on the Bethe lattice: an approach with real energies
 Giorgio Parisi, Saverio Pascazio, Francesca Pietracaprina, Valentina Ros, Antonello Scardicchio
Journal of Physics A: Mathematical and Theoretical
20   Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction
 Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala, Sylvain Gigan
IEEE Journal of Selected Topics in Quantum Electronics
21   Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
 Stéphane d'Ascoli, Maria Refinetti, Giulio Biroli, Florent Krzakala
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22   Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices
 Giulio Biroli, Alice Guionnet
Electronic Communications in Probability
23   Role of fluctuations in the yielding transition of two-dimensional glasses
 Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
Physical Review Research
24   An analytic theory of shallow networks dynamics for hinge loss classification
 Franco Pellegrini, Giulio Biroli
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25   Triple descent and the two kinds of overfitting: Where & why do they appear?
 Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
26   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
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Publications