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Feb, 2014
近似最优的众包分类教学
Near-Optimally Teaching the Crowd to Classify
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Adish Singla, Ilija Bogunovic, Gábor Bartók, Amin Karbasi, Andreas Krause
TL;DR
研究如何通过随机模型和基于子模块的贪婪算法来选择训练示例以教导学习者分类规则，并证明该策略具有较高的实用性和有效性。
Abstract
How should we present
training examples
to learners to teach them
classification rules
? This is a natural problem when training workers for crowdsourcing labeling tasks, and is also motivated by challenges in dat
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