The work proposes and evaluates a scheme to update counterfactual explanations in the presence of concept drift without full regeneration.
Counterfactual explanations and algorithmic recourses for machine learning: A review.ACM Computing Surveys, 56(12):1–42, October
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Counterfactual Explanations Under Concept Drift
The work proposes and evaluates a scheme to update counterfactual explanations in the presence of concept drift without full regeneration.