Alexander Asemota

Longitudinal Counterfactuals: Constraints and Opportunities

2024 · arXiv (Cornell University)

Counterfactual explanations are a common approach to providing recourse to data subjects. However, current methodology can produce counterfactuals that cannot be achieved by the subject, making the use of counterfactuals for recourse difficult to justify …