Optimizing Partial Area Under the Top-k Curve : Theory and Practice
Top- k error has become a popular metric for large-scale classification benchmarks due to the inevitable semantic ambiguity among classes. Existing literature on top- k optimization generally focuses on the optimization method of the top- k objective, while ignoring the limitations of the metric its...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 01. Apr., Seite 5053-5069
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| 1. Verfasser: |
Wang, Zitai
(VerfasserIn) |
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| Weitere Verfasser: |
Xu, Qianqian,
Yang, Zhiyong,
He, Yuan,
Cao, Xiaochun,
Huang, Qingming |
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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 pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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