Semi-supervised Learning by Maximizing Smoothness

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Summary

The basic idea is to construct the classifying function which is smooth with respect to the intrinsic global structure collectively revealed by known labeled and unlabeled points.

Type
article
Published
2004-01-01
Cited by
6
References
32

Keywords

Semi-supervised learning, Labeled data, Smoothness, Support vector machine, Artificial intelligence

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