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Graph-Based Safe Support Vector Machine for Multiple Classes

Published in IEEE Access • Jan 1, 2018
Authors:
Song Wang
,
Xin Guo
,
Yun Tie

Abstract

Semi-supervised learning (SSL) utilizes limited labeled data and plenty of unlabeled data, and it has attracted attentions for its improved learning performance. However, recent studies have indicated that using unlabeled data, in some cases, could deteriorate the performance. Therefore, there's an ...

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