Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks

Pranjal Awasthi, Natalie Frank, Mehryar Mohri. Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 431-441, PMLR, 2020. [doi]

Abstract

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