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Sep, 2014
基于在线学习的增强框架
A Boosting Framework on Grounds of Online Learning
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Tofigh Naghibi, Beat Pfister
TL;DR
通过利用增强学习和在线学习之间的对偶性,提出了一个强大的增强学习框架,开发了多种算法解决了多个实用和理论上有趣的问题,包括稀疏增强、平滑分布增强、识别学习和一些在线学习算法的广义化。
Abstract
By exploiting the duality between
boosting
and
online learning
, we present a
boosting
framework which proves to be extremely powerful than
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