SliceTeller : A Data Slice-Driven Approach for Machine Learning Model Validation
Real-world machine learning applications need to be thoroughly evaluated to meet critical product requirements for model release, to ensure fairness for different groups or individuals, and to achieve a consistent performance in various scenarios. For example, in autonomous driving, an object classi...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 29(2023), 1 vom: 30. Jan., Seite 842-852
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| 1. Verfasser: |
Zhang, Xiaoyu
(VerfasserIn) |
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| Weitere Verfasser: |
Ono, Jorge Piazentin,
Song, Huan,
Gou, Liang,
Ma, Kwan-Liu,
Ren, Liu |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article |
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