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Stefano Spigler
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 9
Top Topics
Lazy Learning
Neural Network
Vc Dimension
Empirical Data
Top Venues
CoRR
Mach. Learn. Sci. Technol.
ICML
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Publications
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Jonas Paccolat
,
Stefano Spigler
,
Matthieu Wyart
How isotropic kernels perform on simple invariants.
Mach. Learn. Sci. Technol.
2 (2) (2021)
Jonas Paccolat
,
Stefano Spigler
,
Matthieu Wyart
How isotropic kernels learn simple invariants.
CoRR
(2020)
Mario Geiger
,
Arthur Jacot
,
Stefano Spigler
,
Franck Gabriel
,
Levent Sagun
,
Stéphane d'Ascoli
,
Giulio Biroli
,
Clément Hongler
,
Matthieu Wyart
Scaling description of generalization with number of parameters in deep learning.
CoRR
(2019)
Stefano Spigler
,
Mario Geiger
,
Matthieu Wyart
Asymptotic learning curves of kernel methods: empirical data v.s. Teacher-Student paradigm.
CoRR
(2019)
Mario Geiger
,
Stefano Spigler
,
Arthur Jacot
,
Matthieu Wyart
Disentangling feature and lazy learning in deep neural networks: an empirical study.
CoRR
(2019)
Stefano Spigler
,
Mario Geiger
,
Stéphane d'Ascoli
,
Levent Sagun
,
Giulio Biroli
,
Matthieu Wyart
A jamming transition from under- to over-parametrization affects loss landscape and generalization.
CoRR
(2018)
Marco Baity-Jesi
,
Levent Sagun
,
Mario Geiger
,
Stefano Spigler
,
Gérard Ben Arous
,
Chiara Cammarota
,
Yann LeCun
,
Matthieu Wyart
,
Giulio Biroli
Comparing Dynamics: Deep Neural Networks versus Glassy Systems.
CoRR
(2018)
Mario Geiger
,
Stefano Spigler
,
Stéphane d'Ascoli
,
Levent Sagun
,
Marco Baity-Jesi
,
Giulio Biroli
,
Matthieu Wyart
The jamming transition as a paradigm to understand the loss landscape of deep neural networks.
CoRR
(2018)
Marco Baity-Jesi
,
Levent Sagun
,
Mario Geiger
,
Stefano Spigler
,
Gérard Ben Arous
,
Chiara Cammarota
,
Yann LeCun
,
Matthieu Wyart
,
Giulio Biroli
Comparing Dynamics: Deep Neural Networks versus Glassy Systems.
ICML
(2018)