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Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms

Published in The MIT Press eBooks • Sep 7, 2007
NobleIDNI2P17W52R00S11
Authors:
Xinhua Zhang
,
Wee Sun Lee

Abstract

Semi-supervised learning algorithms have been successfully applied in many applications with scarce labeled data, by utilizing the unlabeled data. One important category is graph based semi-supervised learning algorithms, for which the performance depends considerably on the quality of the graph, or...

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