A jamming transition from under- to over-parametrization affects generalization in deep learning

S Spigler , M Geiger , Stéphane d'Ascoli (1, 2) , L Sagun , Giulio Biroli (1, 2) , M Wyart

1 Systèmes Désordonnés et Applications
2 LPS - Laboratoire de Physique Statistique de l'ENS

Domaines: Systèmes désordonnés et réseaux de neurones [cond-mat.dis-nn]

S Spigler, M Geiger, Stéphane d'Ascoli, L Sagun, Giulio Biroli, et al.. A jamming transition from under- to over-parametrization affects generalization in deep learning. Journal of Physics A: Mathematical and Theoretical, 2019, 52 (47), pp.474001. ⟨10.1088/1751-8121/ab4c8b⟩. ⟨hal-02569109⟩