Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting

Lin Chen 0003, Seyed Hamed Hassani, Amin Karbasi. Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting. In Satinder P. Singh, Shaul Markovitch, editors, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. pages 1798-1804, AAAI Press, 2017. [doi]

Abstract

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