Machine truth serum: a surprisingly popular approach to improving ensemble methods

DOI10.1007/S10994-022-06183-YzbMath1518.68311MaRDI QIDQ6106429

Yang Liu, Tianyi Luo

Publication date: 27 June 2023

Published in: Machine Learning (Search for Journal in Brave)

zbMATH Keywords

data augmentationensemble methodssupervised classificationsemi-supervised classificationBayesian truth serum

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• A decision-theoretic generalization of on-line learning and an application to boosting
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