Efficiently Computing Local Lipschitz Constants of Neural Networks Via Bound Propagation

Item #:

068431-0171

Details

DOI: https://doi.org/10.52202/068431-0171
Author(s): Cho-Jui Hsieh, J. Zico Kolter, Zhouxing Shi, Yihan Wang, Huan Zhang
Pages: 2350-2364 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-0171
Author(s): Cho-Jui Hsieh, J. Zico Kolter, Zhouxing Shi, Yihan Wang, Huan Zhang
Pages: 2350-2364 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)