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FCx: An algorithm for finding Feasible Counterfactual Explanations

Markou, Kleopatra et al.
arXiv (All) · Papers
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Counterfactual (CF) explanations identify changes that alter an input's classification. While existing methods produce realistic and low-cost CFs, they often fail to ensure feasibility, by suggesting non-constructive modifications or incompatible with future changes (e.g., changing an individual's r
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