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Scalable Multi-instance Learning

Published • Dec 1, 2014
NobleIDNI4P78W86R99S47
Authors:
Xiu-Shen Wei
,
Jianxin Wu
,
Zhi‐Hua Zhou

Abstract

Multi-instance learning (MIL) has been widely applied to diverse applications involving complicated data objects such as images and genes. However, most existing MIL algorithms can only handle small-or moderate-sized data. In order to deal with the large scale problems in MIL, we propose an efficien...

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