Formal Monotony Analysis of Neural Networks with Mixed Inputs: An Asset for Certification

Guillaume Vidot, Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober. Formal Monotony Analysis of Neural Networks with Mixed Inputs: An Asset for Certification. In Jan Friso Groote, Marieke Huisman, editors, Formal Methods for Industrial Critical Systems - 27th International Conference, FMICS 2022, Warsaw, Poland, September 14-15, 2022, Proceedings. Volume 13487 of Lecture Notes in Computer Science, pages 15-31, Springer, 2022. [doi]

Abstract

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