The work proposes and evaluates a scheme to update counterfactual explanations in the presence of concept drift without full regeneration.
Learning from Time-Changing Data with Adaptive Win- dowing, pages 443–448
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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.