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On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations
Since CEs typically prescribe a sparse form of intervention (i. e., only a subset of the features should be changed), we study the effect of addressing robustness separately for the features that are recommended to be changed and those that are not.
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