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Interpretable Models coverage.

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Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition

Concept Bottleneck Models (CBMs) predict through human-interpretable concepts, but they typically output point concept probabilities that conflate epistemic uncertainty (reducible …

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#artificial intelligence#machine learning#uncertainty quantification

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