Instance-Dependent Positive and Unlabeled Learning with Labeling Bias Estimation
This paper studies instance-dependent Positive and Unlabeled (PU) classification, where whether a positive example will be labeled (indicated by s) is not only related to the class label y, but also depends on the observation x. Therefore, the labeling probability on positive examples is not uniform...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2021) vom: 23. Feb.
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| 1. Verfasser: |
Gong, Chen
(VerfasserIn) |
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| Weitere Verfasser: |
Wang, Qizhou,
Liu, Tongliang,
Han, Bo,
You, Jane J,
Yang, Jian,
Tao, Dacheng |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2021
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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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