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Implicit Rugosity Regularization via Data Augmentation

28 May 2019

Richard G. Baraniuk

Papers citing "Implicit Rugosity Regularization via Data Augmentation"

3 / 3 papers shown

Title
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin Colin Wei Tengyu Ma AAML OOD 92 85 0 09 Oct 2019
A Group-Theoretic Framework for Data Augmentation Shuxiao Chen Edgar Dobriban Jane Lee FedML 80 38 0 25 Jul 2019
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks Mingchen Li Mahdi Soltanolkotabi Samet Oymak NoLa 140 356 0 27 Mar 2019