Multi-task feature learning by using trace norm regularization

Multi-task learning can extract the correlation of multiple related machine learning problems to improve performance. This paper considers applying the multi-task learning method to learn a single task. We propose a new learning approach, which employs the mixture of expert model to divide a learnin...

Full description

Bibliographic Details
Main Authors: Jiangmei Zhang, Binfeng Yu, Haibo Ji, Wang Kunpeng
Format: Article
Language:English
Published: De Gruyter 2017-11-01
Series:Open Physics
Subjects:
Online Access:https://doi.org/10.1515/phys-2017-0079