Online Transfer Learning

• Main Authors: ZHAO, Peilin, HOI, Steven C. H., WANG, Jialei, LI, Bin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Transfer learning; Online learning; Knowledge transfer; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2269; https://ink.library.smu.edu.sg/context/sis_research/article/3269/viewcontent/Online_Transfer_Learning_2014.pdf
• Institution: Singapore Management University

This paper investigates a new machine learning framework of Online Transfer Learning (OTL), which aims to attack an online learning task on a target domain by transferring knowledge from some source domain. We do not assume data in the target domain follows the same distribution as that in the sourc...