The work proposes and evaluates a scheme to update counterfactual explanations in the presence of concept drift without full regeneration.
Counterfactual expla- nations and how to find them: literature review and benchmarking.Data Mining and Knowledge Discovery, 38(5):2770–2824, April
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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.