Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models
The article presents Counterfactual Concept Bottleneck Models (CF-CBMs), a new class of models in deep learning. These models are designed to address three fundamental queries: predicting class labels, explaining task…
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