Characterizing the Optimal 0-1 Loss for Multi-class Classification with a Test-time Attacker

Sihui Dai, Wenxin Ding, Arjun Nitin Bhagoji, Daniel Cullina, Heather Zheng, Ben Zhao, Prateek Mittal. Characterizing the Optimal 0-1 Loss for Multi-class Classification with a Test-time Attacker. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Sihui Dai

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Wenxin Ding

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Arjun Nitin Bhagoji

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Daniel Cullina

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Heather Zheng

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Ben Zhao

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Prateek Mittal

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