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Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances


Sep 17, 2022
Minghua Ma, Zhao Tian, Max Hort, Federica Sarro, Hongyu Zhang, Qingwei Lin, Dongmei Zhang

* 19 pages, 7 figures 

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Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey


Jul 15, 2022
Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman

* 22 pages, 4 figures 

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