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What is Interpretability?

We argue that artificial networks are explainable and offer a novel theory of interpretability. Two sets of conceptual questions are prominent in theoretical engagements with artificial neural networks, especially in the context of medical artificial intelligence: (1) Are networks explainable, and i...

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Detalles Bibliográficos
Autores principales: Erasmus, Adrian, Brunet, Tyler D. P., Fisher, Eyal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654716/
https://www.ncbi.nlm.nih.gov/pubmed/34966640
http://dx.doi.org/10.1007/s13347-020-00435-2