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Robust to Which Model Change? A Unified Evaluation of Robust Counterfactual Explanations

Kostrzewa, Marcin et al.
arXiv (All) · Papers
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Robust counterfactual explanations promise recourse that still works after the model behind it changes. Whether they keep that promise depends on what the change is. A small perturbation of the parameters, retraining on new data, and a new architecture are different events, and each existing method
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