A note on active learning for smooth problems

preprint2011arXivOpen access

Abstract

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

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