2020

1   Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification
 Francesca Mignacco, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová
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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
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3   Aligning biological sequences by exploiting residue conservation and coevolution
 Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
Physical Review E
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4   Macroeconomic agent-based models : a statistical physics perspective
 Dhruv Sharma
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5   Biased measures for random constraint satisfaction problems: larger interaction range and asymptotic expansion
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Mechanics: Theory and Experiment
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6   The Asymptotics of the Clustering Transition for Random Constraint Satisfaction Problems
 Louise Budzynski, Guilhem Semerjian
Journal of Statistical Physics
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7   Algorithmic barriers in random constraint satisfaction problems
 Louise Budzynski
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8   Dynamical Mean-Field Theory and Aging Dynamics
 Ada Altieri, Giulio Biroli, Chiara Cammarota
Journal of Physics A: Mathematical and Theoretical
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9   Role of fluctuations in the yielding transition of two-dimensional glasses
 Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Gilles Tarjus
Physical Review Research
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10   The role of regularization in classification of high-dimensional noisy Gaussian mixture
 Francesca Mignacco, Florent Krzakala, Yue M. Lu, Lenka Zdeborová
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11   Depletion of Two-Level Systems in Ultrastable Computer-Generated Glasses
 Dmytro Khomenko, Camille Scalliet, Ludovic Berthier, David Reichman, Francesco Zamponi
Physical Review Letters
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12   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
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13   Jamming with Tunable Roughness
 Harukuni Ikeda, Carolina Brito, Matthieu Wyart, Francesco Zamponi
Physical Review Letters
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14   Numerical solution of the dynamical mean field theory of infinite-dimensional equilibrium liquids
 Alessandro Manacorda, Gregory Schehr, Francesco Zamponi
Journal of Chemical Physics
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15   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
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16   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
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17   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
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18   Triple descent and the two kinds of overfitting: Where & why do they appear?
 Stéphane d'Ascoli, Levent Sagun, Giulio Biroli
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19   An analytic theory of shallow networks dynamics for hinge loss classification
 Franco Pellegrini, Giulio Biroli
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20   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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21   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
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22   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
Publications
2020

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