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Diversified and Perceptible Counterfactual Examples Leveraging Expert Knowledge

Bensalem, Akram et al.
arXiv (OAI Expanded) · Papers
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CounterFactual Examples (CFEs) are a cornerstone of eXplainable Artificial Intelligence (XAI), offering local, post hoc, and model-agnostic explanations by identifying minimal input modifications that alter a model's prediction. Yet, in order to be intelligible, these modifications must also be sema
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