A note on active learning for smooth problems.
Thu, 03/17/2011 - 16:01 — SomNambul
link: http://arxiv.org/abs/1103.3095
Abstract
Abstract
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 \cite{friedman09}.
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