Provable Robustness of ReLU networks via Maximization of Linear Regions

Francesco Croce, Maksym Andriushchenko, Matthias Hein 0001. Provable Robustness of ReLU networks via Maximization of Linear Regions. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 2057-2066, PMLR, 2019. [doi]

Abstract

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