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- research-articleMarch 2021
Algorithmic Recourse: from Counterfactual Explanations to Interventions
FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and TransparencyPages 353–362https://doi.org/10.1145/3442188.3445899As machine learning is increasingly used to inform consequential decision-making (e.g., pre-trial bail and loan approval), it becomes important to explain how the system arrived at its decision, and also suggest actions to achieve a favorable decision. ...