Beyond confusion matrix: learning from multiple annotators with awareness of instance features

DOI10.1007/s10994-022-06211-xOpenAlexW4284878793MaRDI QIDQ6106448

Jingzheng Li, Jiyi Li, Hailong Sun

Publication date: 27 June 2023

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

Full work available at URL: https://doi.org/10.1007/s10994-022-06211-x

zbMATH Keywords

crowdsourcingdeep learninganswer aggregationlearning from crowds

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Learning from binary labels with instance-dependent noise
• Learning from multiple annotators with varying expertise
• Millionaire: a hint-guided approach for crowdsourcing
• A finite subgroup of the exceptional Lie groupG₂

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