BriefGPT.xyz
Jun, 2010
无约束的不可知主动学习
Agnostic Active Learning Without Constraints
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Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang
TL;DR
本文介绍了一种不需要保留版本空间，具有不确定性主动学习算法，并且相较于监督学习和分类，能够显着提高学习效果。
Abstract
We present and analyze an
agnostic
active learning algorithm
that works without keeping a
version space
. This is unlike all previous appro
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