A note on active learning for smooth problems

03/16/2011

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by   Satyaki Mahalanabis, et al.

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