On the Convergence and Robustness of Adversarial Training

Yisen Wang, Xingjun Ma, James Bailey 0001, Jinfeng Yi, Bowen Zhou, Quanquan Gu. On the Convergence and Robustness of Adversarial Training. 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 6586-6595, PMLR, 2019. [doi]

Authors

Yisen Wang

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Xingjun Ma

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James Bailey 0001

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Jinfeng Yi

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Bowen Zhou

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Quanquan Gu

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