Surrogate Losses in Passive and Active Learning

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Surrogate Losses in Passive and Active Learning

16 July 2012

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Papers citing "Surrogate Losses in Passive and Active Learning"

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Title
Adaptivity to Noise Parameters in Nonparametric Active Learning A. Locatelli Alexandra Carpentier Samory Kpotufe 41 29 0 16 Mar 2017
Activized Learning: Transforming Passive to Active with Improved Label Complexity Steve Hanneke 77 55 0 08 Aug 2011
Plug-in Approach to Active Learning Stanislav Minsker 102 48 0 07 Apr 2011
A note on active learning for smooth problems Satyaki Mahalanabis 53 6 0 16 Mar 2011
Rates of convergence in active learning Steve Hanneke 128 153 0 09 Mar 2011
A local maximal inequality under uniform entropy A. van der Vaart J. Wellner 100 81 0 26 Dec 2010
Importance Weighted Active Learning A. Beygelzimer S. Dasgupta John Langford 95 364 0 29 Dec 2008
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 575 465 0 17 Aug 2007