Data Augmentation as Feature Manipulation

Ruoqi Shen, Sébastien Bubeck, Suriya Gunasekar. Data Augmentation as Feature Manipulation. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 19773-19808, PMLR, 2022. [doi]

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