Domain transfer multiple kernel learning

• Main Authors: Duan, Lixin, Tsang, Ivor Wai-Hung, Xu, Dong
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/99372; http://hdl.handle.net/10220/13492
• Institution: Nanyang Technological University

Cross-domain learning methods have shown promising results by leveraging labeled patterns from the auxiliary domain to learn a robust classifier for the target domain which has only a limited number of labeled samples. To cope with the considerable change between feature distributions of different d...