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Active Learning COMS 6998-4: Learning and Empirical Inference

Active Learning COMS 6998-4: Learning and Empirical Inference. Irina Rish IBM T.J. Watson Research Center. Outline. Motivation Active learning approaches Membership queries Uncertainty Sampling Information-based loss functions Uncertainty-Region Sampling Query by committee

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