Yuheng Lai

FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation

*Equalized odds*, an important notion of algorithmic fairness, aims to ensure that sensitive variables, such as race and gender, do not unfairly influence the algorithm's prediction when conditioning on the true outcome. Despite rapid advancements, current research primarily focuses on equalized odd…