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A note on active learning for smooth problems

16 March 2011
Satyaki Mahalanabis
ArXiv (abs)PDFHTML
Abstract

We show that the disagreement coefficient of certain smooth hypothesis classes is O(m)O(m)O(m), where mmm is the dimension of the hypothesis space, thereby answering a question posed in \cite{friedman09}.

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