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Unmasking Clever Hans predictors and assessing what machines really learn
Current learning machines have successfully solved hard application problems, reaching high accuracy and displaying seemingly intelligent behavior. Here we apply recent techniques for explaining decisions of state-of-the-art learning machines and analyze various tasks from computer vision and arcade...
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| Publié dans: | Nat Commun |
|---|---|
| Auteurs principaux: | , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Nature Publishing Group UK
2019
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6411769/ https://ncbi.nlm.nih.gov/pubmed/30858366 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-019-08987-4 |
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