Actionable Recourse in Linear Classification.
Explainable AI
Counterfactual Explanations
Paper
Description
Ustun, Spangher, and Liu (2019) propose a framework for actionable recourse in the context of linear classifiers.
References
Ustun, Berk, Alexander Spangher, and Yang Liu. 2019. “Actionable Recourse in Linear Classification.” In Proceedings of the Conference on Fairness, Accountability, and Transparency, 10–19.