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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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1.12k views • 108 slides

Robust diagnosis DLBCL from gene expression data from different laboratories

Robust diagnosis DLBCL from gene expression data from different laboratories. Gyan Bhanot, IBM Research. Dimacs Workshop, June 22, 2005. Collaborators: Gabriela Alexe 1 Arnold Levine 2,3 Gustavo Stolovitzky 1. 1 IBM 2 IAS 3 UMDNJ. Overview. Motivation

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497 views • 34 slides

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Accurate classifier - PowerPoint PPT Presentation

Active Learning COMS 6998-4: Learning and Empirical Inference

Robust diagnosis DLBCL from gene expression data from different laboratories