DiffRNN: Differential Verification of Recurrent Neural Networks

Sara Mohammadinejad, Brandon Paulsen, Jyotirmoy V. Deshmukh, Chao Wang 0001. DiffRNN: Differential Verification of Recurrent Neural Networks. In Catalin Dima, Mahsa Shirmohammadi, editors, Formal Modeling and Analysis of Timed Systems - 19th International Conference, FORMATS 2021, Paris, France, August 24-26, 2021, Proceedings. Volume 12860 of Lecture Notes in Computer Science, pages 117-134, Springer, 2021. [doi]

Abstract

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