Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition

Weishen Pan, Sen Cui, Jiang Bian 0001, Changshui Zhang, Fei Wang 0001. Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition. In Feida Zhu 0002, Beng Chin Ooi, Chunyan Miao, editors, KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021. pages 1287-1297, ACM, 2021. [doi]

Authors

Weishen Pan

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Sen Cui

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Jiang Bian 0001

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Changshui Zhang

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Fei Wang 0001

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