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  1. \begin{thebibliography}{1}
  2. \bibitem{}
  3. Yotam Abramson and Yoav Freund, Active Learning for Visual Object Recognition, UCSD tech report.
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  5. Nina Balcan, Alina Beygelzimer, John Langford, Agnostic Active Learning. ICML 2006.
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  7. Alina Beygelzimer, Sanjoy Dasgupta, and John Langford, Importance Weighted Active Learning, ICML 2009.
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  9. Sanjoy Dasgupta and Daniel Hsu. Hierarchical sampling for active learning. ICML 2008.
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  11. Sanjoy Dasgupta, Coarse sample complexity bounds for active learning. NIPS 2005.
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  13. Sanjoy Dasgupta, Daniel J. Hsu, and Claire Monteleoni. A general agnostic active learning algorithm. NIPS 2007.
  14. \bibitem{}
  15. Yoav Freund, H. Sebastian Seung, Eli Shamir, and Naftali Tishby, Selective Sampling Using the Query by Committee Algorithm, Machine Learning, 28, 133-168, 1997.
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  17. Yoav Freund, H. Sebastian Seung, Eli Shamir, and Naftali Tishby, Selective Sampling Using the Query by Committee Algorithm, Machine Learning, 28, 133-168, 1997.
  18. \bibitem{}
  19. Hanneke, S. A Bound on the Label Complexity of Agnostic Active Learning. ICML 2007.
  20. \bibitem{}
  21. Manfred K. Warmuth, Gunnar Ratsch, Michael Mathieson, Jun Liao, and Christian Lemmon, Active Learning in the Drug Discovery Process, NIPS 2001.
  22. \end{thebibliography}
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