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Batch Mode Active Sampling Based on Marginal Probability Distribution Matching.
Rita Chattopadhyay
Zheng Wang
Wei Fan
Ian Davidson
Sethuraman Panchanathan
Jieping Ye
Published in:
ACM Trans. Knowl. Discov. Data (2013)
Keyphrases
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probability distribution
batch mode
incremental learning
active learning
batch mode active learning
bayesian networks
semi supervised
supervised learning
computationally expensive
multiple instance learning
reinforcement learning
pairwise
multistage
linear classifiers
control policy