Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation

1 code implementation • 29 May 2023 • Yifei Wang, Zhengyang Zhou, Liqin Wang, John Laurentiev, Peter Hou, Li Zhou, Pengyu Hong

The confounding factors, which are non-sensitive variables but manifest systematic differences, can significantly affect fairness evaluation.

Decision Making Fairness