Permutation Invariance of Deep Neural Networks with ReLUs

Diganta Mukhopadhyay, Kumar Madhukar, Mandayam K. Srivas. Permutation Invariance of Deep Neural Networks with ReLUs. In Jyotirmoy V. Deshmukh, Klaus Havelund, Ivan Perez 0001, editors, NASA Formal Methods - 14th International Symposium, NFM 2022, Pasadena, CA, USA, May 24-27, 2022, Proceedings. Volume 13260 of Lecture Notes in Computer Science, pages 318-337, Springer, 2022. [doi]

Abstract

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