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

Item #:

075280-2153

Details

DOI: https://doi.org/10.52202/075280-2153
Author(s): Arjun Nitin Bhagoji, Daniel Cullina, Sihui Dai, Wenxin Ding, Prateek Mittal, Ben Zhao, Heather Zheng
Pages: 49467-49489 (23 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-2153
Author(s): Arjun Nitin Bhagoji, Daniel Cullina, Sihui Dai, Wenxin Ding, Prateek Mittal, Ben Zhao, Heather Zheng
Pages: 49467-49489 (23 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)