Counterfactual Models for Fair and Adequate Explanations
Recent efforts have uncovered various methods for providing explanations that can help interpret the behavior of machine learning programs. Exact explanations with a rigorous logical foundation provide valid and complete explanations, but they have an epistemological problem: they are often too comp...
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| Hauptverfasser: | , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
MDPI AG
2022-03-01
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| Schriftenreihe: | Machine Learning and Knowledge Extraction |
| Schlagworte: | |
| Online-Zugang: | https://www.mdpi.com/2504-4990/4/2/14 |
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