Triply stochastic gradient method for large-scale nonlinear similar unlabeled classification

DOI10.1007/s10994-021-05980-1OpenAlexW3182947351MaRDI QIDQ2071342

Heng Huang, Wanli Shi, Cheng Deng, Bin Gu, Xiang Li

Publication date: 28 January 2022

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

Full work available at URL: https://doi.org/10.1007/s10994-021-05980-1

zbMATH Keywords

large-scale optimizationkernel methodSU classificationweakly-supervised learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Unnamed Item
• Unnamed Item
• Semi-supervised information-maximization clustering
• Semi-supervised AUC optimization based on positive-unlabeled learning
• Class-prior estimation for learning from positive and unlabeled data
• Estimating the Support of a High-Dimensional Distribution
• 10.1162/15324430260185619

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