A Unifying Probabilistic Framework for Partially Labeled Data Learning

Partially labeled data learning (PLDL), including partial label learning (PLL) and partial multi-label learning (PML), has been widely used in nowadays data science. Researchers attempt to construct different specific models to deal with the different classification tasks for PLL and PML scenarios r...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 12. Juli, Seite 8036-8048
1. Verfasser: Gong, Xiuwen (VerfasserIn)
Weitere Verfasser: Yuan, Dong, Bao, Wei, Luo, Fulin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article