NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification

Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang 0005, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu 0001, Jinyin Chen. NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification. In 44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022. pages 1519-1531, IEEE, 2022. [doi]

Abstract

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