All tested counterfactual explanation methods struggle to generate valid counterfactuals on incomplete inputs, though robust variants outperform non-robust ones.
Which imputation fits which feature selection method? a survey-based simulation study.Data Science in Science, 4(1):2562209
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Evaluating Counterfactual Explanation Methods on Incomplete Inputs
All tested counterfactual explanation methods struggle to generate valid counterfactuals on incomplete inputs, though robust variants outperform non-robust ones.