Concepedia

Stefano Spigler

SS

5

Publications

382

Citations

5

H-Index

2017

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Université Paris-Saclay

Université Paris Sciences et Lettres

Columbia University

Centre National de la Recherche Scientifique

Stefano Spigler is an author at École Polytechnique Fédérale de Lausanne specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningDeep Neural NetworksPhysicsArtificial IntelligenceComputational NeuroscienceEntropyData Science

Publications per year

2017–2020

5

Publications

5

Scaling description of generalization with number of parameters in deep learning

Mario Geiger, Arthur Paul Jacot, Stefano Spigler et al. · Journal of Statistical Mechanics Theory and Experiment · 2020 · 169 citations · Full text

Jamming transition as a paradigm to understand the loss landscape of deep neural networks

Mario Geiger, Stefano Spigler, Stéphane d’Ascoli et al. · Physical review. E · 2019 · 122 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +16

Mean-field avalanches in jammed spheres

Silvio Franz, Stefano Spigler · Physical review. E · 2017 · 60 citations · Full text

Comparing Dynamics: Deep Neural Networks versus Glassy Systems

Marco Baity‐Jesi, Levent Sagun, Mario Geiger et al. · 2018 · 20 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +14

Disentangling feature and lazy learning in deep neural networks: an empirical study.

Mario Geiger, Stefano Spigler, Arthur Paul Jacot et al. · arXiv (Cornell University) · 2019 · 11 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Rows per page

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