BERN-NN: Tight Bound Propagation For Neural Networks Using Bernstein Polynomial Interval Arithmetic

Wael Fatnassi, Haitham Khedr, Valen Yamamoto, Yasser Shoukry. BERN-NN: Tight Bound Propagation For Neural Networks Using Bernstein Polynomial Interval Arithmetic. In Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control, HSCC 2023, San Antonio, TX, USA, May 9-12, 2023. ACM, 2023. [doi]

Abstract

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