no code implementations • 30 Oct 2023 • Feng Chen, Liqin Wang, Julie Hong, Jiaqi Jiang, Li Zhou
Sixty proposed various strategies for mitigating biases, especially targeting implicit and selection biases.
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.