Algorithm-Dependent Generalization of AUPRC Optimization : Theory and Algorithm
Stochastic optimization of the Area Under the Precision-Recall Curve (AUPRC) is a crucial problem for machine learning. Despite extensive studies on AUPRC optimization, generalization is still an open problem. In this work, we present the first trial in the algorithm-dependent generalization of stoc...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 7 vom: 05. Juli, Seite 5062-5079
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| Auteur principal: |
Wen, Peisong
(Auteur) |
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| Autres auteurs: |
Xu, Qianqian,
Yang, Zhiyong,
He, Yuan,
Huang, Qingming |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2024
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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