2 papers
cs.AI2026
RecourseBench: A Modular Framework for Reproducible Algorithmic Recourse Evaluation
Zahra Khotanlou, Hashir Ahmed, Chenghao Tan +2
Algorithmic recourse methods provide counterfactual explanations that inform individuals of the actions required to overturn an unfavorable model decision. Despite rapid methodolog…
cs.AI2026
Your Recourse, My Loss? Algorithmic Recourse under Shared Constraints
Zahra Khotanlou, Kate Larson, Amir-Hossein Karimi
Decision makers are increasingly relying on machine learning in sensitive situations. Algorithmic recourse aims to provide individuals with actionable and minimally costly steps to…