Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation

Zhouxing Shi, Yihan Wang, Huan Zhang 0001, J. Zico Kolter, Cho-Jui Hsieh. Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

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