S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification

Gautam Dasarathy, Robert D. Nowak, Xiaojin Zhu. S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification. In Peter Grünwald, Elad Hazan, Satyen Kale, editors, Proceedings of The 28th Conference on Learning Theory, COLT 2015, Paris, France, July 3-6, 2015. Volume 40 of JMLR Proceedings, pages 503-522, JMLR.org, 2015. [doi]

Abstract

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