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ConceptDistil: Model-Agnostic Distillation of Concept Explanations

ConceptDistil is a method to bring concept explanations to any black-box classifier using knowledge distillation.

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Cite this as

João Bento, Ricardo Moreira, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro (2024). Dataset: ConceptDistil: Model-Agnostic Distillation of Concept Explanations. https://doi.org/10.57702/y2t5nsuo

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Additional Info

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Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.48550/arXiv.2205.03601
Author João Bento
More Authors
Ricardo Moreira
Vladimir Balayan
Pedro Saleiro
Pedro Bizarro
Homepage https://arxiv.org/abs/2204.09541