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Luca Saglietti

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The twin peaks of learning neural networks

Jan 23, 2024
Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti

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The star-shaped space of solutions of the spherical negative perceptron

May 18, 2023
Brandon Livio Annesi, Clarissa Lauditi, Carlo Lucibello, Enrico M. Malatesta, Gabriele Perugini, Fabrizio Pittorino, Luca Saglietti

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Optimal transfer protocol by incremental layer defrosting

Mar 02, 2023
Federica Gerace, Diego Doimo, Stefano Sarao Mannelli, Luca Saglietti, Alessandro Laio

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Inducing bias is simpler than you think

May 31, 2022
Stefano Sarao Mannelli, Federica Gerace, Negar Rostamzadeh, Luca Saglietti

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An Analytical Theory of Curriculum Learning in Teacher-Student Networks

Jun 15, 2021
Luca Saglietti, Stefano Sarao Mannelli, Andrew Saxe

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Probing transfer learning with a model of synthetic correlated datasets

Jun 09, 2021
Federica Gerace, Luca Saglietti, Stefano Sarao Mannelli, Andrew Saxe, Lenka Zdeborová

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Solvable Model for Inheriting the Regularization through Knowledge Distillation

Dec 02, 2020
Luca Saglietti, Lenka Zdeborová

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Large deviations for the perceptron model and consequences for active learning

Dec 09, 2019
Hugo Cui, Luca Saglietti, Lenka Zdeborová

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Generalized Approximate Survey Propagation for High-Dimensional Estimation

May 13, 2019
Luca Saglietti, Yue M. Lu, Carlo Lucibello

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Gaussian Process Prior Variational Autoencoders

Oct 28, 2018
Francesco Paolo Casale, Adrian V Dalca, Luca Saglietti, Jennifer Listgarten, Nicolo Fusi

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