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Taking the Whys Seriously: Limitations of Counterfactual Explanations in Justification and Recourse
Counterfactual explanations (CEs) are widely used in explainable artificial intelligence (AI) to show how a model's outputs would change if the input features were manipulated. This technique is used for a range of tasks such as debugging models, explaining predictions, justifying decisions, and pro
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