Online passive-aggressive active learning

DOI10.1007/s10994-016-5555-yzbMath1357.68177OpenAlexW2326253368MaRDI QIDQ298271

Steven C. H. Hoi, Jing Lu, Peilin Zhao

Publication date: 20 June 2016

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

Full work available at URL: https://doi.org/10.1007/s10994-016-5555-y

zbMATH Keywords

online learningactive learningmulti-class classificationcost-sensitive classificationpassive-aggressive

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Online active classification via margin-based and feature-based label queries ⋮ Relational intelligence recognition in online social networks -- a survey

Uses Software

• LIBOL

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Adaptive regularization of weight vectors
• Selective sampling using the query by committee algorithm
• Large margin classification using the perceptron algorithm
• Evaluation methods and decision theory for classification of streaming data with temporal dependence
• Agnostic active learning
• 10.1162/153244302760185243
• 10.1162/15324430260185600
• On the Generalization Ability of On-Line Learning Algorithms
• 10.1162/jmlr.2003.3.4-5.951
• A Second-Order Perceptron Algorithm
• Online Learning with Kernels
• Minimax Bounds for Active Learning
• Margin Based Active Learning
• Machine Learning: ECML 2004
• Prediction, Learning, and Games
• Data mining. Concepts and techniques

This page was built for publication: Online passive-aggressive active learning