Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks

Verya Monjezi, Ashutosh Trivedi 0001, Gang Tan, Saeid Tizpaz Niari. Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks. In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023. pages 1571-1582, IEEE, 2023. [doi]

Abstract

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