Dual Learning-Based Safe Semi-Supervised Learning

In many real-world applications, labeled instances are generally limited and expensively collected, while the most instances are unlabeled and the amount is often sufficient. Therefore, semi-supervised learning (SSL) has attracted much attention, since it is an effective tool to discover the unlabel...

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Bibliographic Details
Main Authors: Haitao Gan, Zhenhua Li, Yingle Fan, Zhizeng Luo
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8218755/