A Kernel Perspective for Regularizing Deep Neural Networks

Alberto Bietti (1) , Grégoire Mialon (1, 2) , Dexiong Chen (1) , Julien Mairal (1)

1 Thoth - Apprentissage de modèles à partir de données massives
2 SIERRA - Statistical Machine Learning and Parsimony

Domaines: Machine Learning [stat.ML]; Apprentissage [cs.LG]

Alberto Bietti, Grégoire Mialon, Dexiong Chen, Julien Mairal. A Kernel Perspective for Regularizing Deep Neural Networks. ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States. pp.664-674. ⟨hal-01884632v4⟩