Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness

Mariachiara Mecati, Andrea Adrignola, Antonio VetrĂ², Marco Torchiano. Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 4700-4709, IEEE, 2022. [doi]

Abstract

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