Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization

Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu 0001. Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization. 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 26693-26712, PMLR, 2022. [doi]

Authors

Yihua Zhang

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Guanhua Zhang

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Prashant Khanduri

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Mingyi Hong

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Shiyu Chang

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Sijia Liu 0001

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