Implicit Regularization in Deep Learning

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Implicit Regularization in Deep Learning

6 September 2017

Behnam Neyshabur

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Papers citing "Implicit Regularization in Deep Learning"

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Title
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 111 144 0 11 Jun 2018
Optimal ridge penalty for real-world high-dimensional data can be zero or negative due to the implicit ridge regularization D. Kobak Jonathan Lomond Benoit Sanchez 94 89 0 28 May 2018
Regularisation of Neural Networks by Enforcing Lipschitz Continuity Henry Gouk E. Frank Bernhard Pfahringer M. Cree 179 484 0 12 Apr 2018
Spectrally-normalized margin bounds for neural networks Peter L. Bartlett Dylan J. Foster Matus Telgarsky ODL 312 1,225 0 26 Jun 2017
Transport Analysis of Infinitely Deep Neural Network Sho Sonoda Noboru Murata 34 4 0 10 May 2016