Provable Preimage Under-Approximation for Neural Networks

Xiyue Zhang, Benjie Wang, Marta Kwiatkowska. Provable Preimage Under-Approximation for Neural Networks. In Bernd Finkbeiner, Laura Kovács, editors, Tools and Algorithms for the Construction and Analysis of Systems - 30th International Conference, TACAS 2024, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2024, Luxembourg City, Luxembourg, April 6-11, 2024, Proceedings, Part III. Volume 14572 of Lecture Notes in Computer Science, pages 3-23, Springer, 2024. [doi]

Abstract

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