Communications of the ACM
COLT '90 Proceedings of the third annual workshop on Computational learning theory
From on-line to batch learning
COLT '89 Proceedings of the second annual workshop on Computational learning theory
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing
The weighted majority algorithm
Information and Computation
Journal of Computer and System Sciences
On-line prediction and conversion strategies
Machine Learning
Machine Learning
Machine Learning
HOW TO USE EXPERT ADVICE
Regret Minimization Under Partial Monitoring
Mathematics of Operations Research
Worst-Case Analysis of Selective Sampling for Linear Classification
The Journal of Machine Learning Research
Practical learning from one-sided feedback
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Semi-supervised approach to rapid and reliable labeling of large data sets
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Regret Bounds and Minimax Policies under Partial Monitoring
The Journal of Machine Learning Research
Online active inference and learning
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with evolving streaming data
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Evaluation methods and strategies for the interactive use of classifiers
International Journal of Human-Computer Studies
Toward a classification of finite partial-monitoring games
Theoretical Computer Science
Cost-sensitive online active learning with application to malicious URL detection
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Selective sampling and active learning from single and multiple teachers
The Journal of Machine Learning Research
An active learning approach to home heating in the smart grid
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
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