Support Vector Machine Classifier via L0/1 Soft-Margin Loss
Support vector machines (SVM) have drawn wide attention for the last two decades due to its extensive applications, so a vast body of work has developed optimization algorithms to solve SVM with various soft-margin losses. To distinguish all, in this paper, we aim at solving an ideal soft-margin los...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 24. Okt., Seite 7253-7265
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| 1. Verfasser: |
Wang, Huajun
(VerfasserIn) |
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| Weitere Verfasser: |
Shao, Yuanhai,
Zhou, Shenglong,
Zhang, Ce,
Xiu, Naihua |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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