Probabilistic Verification of ReLU Neural Networks via Characteristic Functions

Joshua Pilipovsky, Vignesh Sivaramakrishnan, Meeko Oishi, Panagiotis Tsiotras. Probabilistic Verification of ReLU Neural Networks via Characteristic Functions. In Nikolai Matni, Manfred Morari, George J. Pappas, editors, Learning for Dynamics and Control Conference, L4DC 2023, 15-16 June 2023, Philadelphia, PA, USA. Volume 211 of Proceedings of Machine Learning Research, pages 966-979, PMLR, 2023. [doi]

Abstract

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