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Stefano Spigler

Stefano Spigler

École Polytechnique Fédérale de Lausanne - Lausanne / Switzerland
Natural Sciences / Physics
AD Scientific Index ID: 1103022
Eidgenössische Technische Hochschule Lausanne
person_outline Stefano Spigler's MOST POPULAR ARTICLES
1-) Scaling description of generalization with number of parameters in deep learning Journal of Statistical Mechanics: Theory and Experiment 2020 (2), 023401, 2020
2-) A jamming transition from under-to over-parametrization affects generalization in deep learning Journal of Physics A: Mathematical and Theoretical 52 (47), 474001, 2019
3-) Disentangling feature and lazy training in deep neural networks Journal of Statistical Mechanics: Theory and Experiment 2020 (11), 113301, 2020
4-) Jamming transition as a paradigm to understand the loss landscape of deep neural networks Physical Review E 100 (1), 012115, 2019
5-) Comparing dynamics: Deep neural networks versus glassy systems International Conference on Machine Learning, 314-323, 2018