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Graph-based semi-supervised learning

โœ Scribed by Changshui Zhang; Fei Wang


Publisher
Springer Japan
Year
2009
Tongue
English
Weight
306 KB
Volume
14
Category
Article
ISSN
1433-5298

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In this paper, we consider local regression problems on high density regions. We propose a semi-supervised local empirical risk minimization algorithm and bound its generalization error. The theoretical analysis shows that our method can utilize unlabeled data effectively and achieve fast learning r