Multiview semi-supervised learning with consensus

• Main Authors: Li, Guangxia, Chang, Kuiyu, Hoi, Steven C. H.
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Data
• Online Access: https://hdl.handle.net/10356/99262; http://hdl.handle.net/10220/13512
• Institution: 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...