A boosting framework for positive-unlabeled learning

DOI10.1007/S11222-024-10529-YMaRDI QIDQ6657837

Mingzhe Zhang, Chenhao Zhang, Miao Xu, Yawen Zhao, Nan Ye, Weitong Chen

Publication date: 7 January 2025

Published in: Statistics and Computing (Search for Journal in Brave)

zbMATH Keywords

boostingensembleweakly supervised learningPU learning

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Cites Work

• Greedy function approximation: A gradient boosting machine.
• Multi-class AdaBoost
• Class-prior estimation for learning from positive and unlabeled data
• Learning from positive and unlabeled examples
• 10.1162/153244304773936108
• The Elements of Statistical Learning

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