A Kernel Theory of Modern Data Augmentation

Tri Dao, Albert Gu, Alexander Ratner, Virginia Smith, Chris De Sa, Christopher Ré. A Kernel Theory of Modern Data Augmentation. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 1528-1537, PMLR, 2019. [doi]

Authors

Tri Dao

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Albert Gu

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Alexander Ratner

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Virginia Smith

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Chris De Sa

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Christopher Ré

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