Multiview semi-supervised learning with consensus

• Main Authors: Li, Guangxia, Chang, Kuiyu, Hoi, Steven C. H.
• 其他作者: School of Computer Engineering
• 格式: Article
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering::Data
• 在線閱讀: https://hdl.handle.net/10356/99262; http://hdl.handle.net/10220/13512
• 機構: Nanyang Technological University

Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications. Semi-supervised learning aims to improve the performance of a classifier trained with limited number of labeled data by utilizing the unlabeled ones. This paper demonstrates a way to...