Assessing Classifier Fairness with Collider Bias

Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu 0003, Ke Wang. Assessing Classifier Fairness with Collider Bias. In João Gama 0001, Tianrui Li 0001, Yang Yu 0001, Enhong Chen, Yu Zheng, Fei Teng 0001, editors, Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part II. Volume 13281 of Lecture Notes in Computer Science, pages 262-276, Springer, 2022. [doi]

Abstract

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