On the Generalization Effects of Linear Transformations in Data Augmentation

Sen Wu, Hongyang Zhang, Gregory Valiant, Christopher RĂ©. On the Generalization Effects of Linear Transformations in Data Augmentation. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 10410-10420, PMLR, 2020. [doi]

Abstract

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