2025
FairICP: Encouraging Equalized Odds via Inverse Conditional Permutation
ICML 2025poster
*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…