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Shervin Javdani, Yuxin Chen, Amin Karbasi, Andreas Krause, Drew Bagnell, Siddhartha S. Srinivasa. Near Optimal Bayesian Active Learning for Decision Making. In Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, AISTATS 2014, Reykjavik, Iceland, April 22-25, 2014. Volume 33 of JMLR Proceedings, pages 430-438, JMLR.org, 2014. [doi]

The following publications are possibly variants of this publication:

Near-Optimal Bayesian Active Learning with Noisy ObservationsDaniel Golovin, Andreas Krause, Debajyoti Ray. nips 2010: 766-774 [doi]

Near-optimal Bayesian Active Learning with Correlated and Noisy TestsYuxin Chen, Seyed Hamed Hassani, Andreas Krause 0001. aistats 2017: 223-231 [doi]

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