no code implementations • 25 Aug 2015 • Jingbin Wang, Haoxiang Wang, Yihua Zhou, Nancy McDonald
The learning of the classifier parameter and the kernel weight are unified in a single objective function considering to minimize the upper boundary of the given multivariate performance measure.
no code implementations • 18 Aug 2015 • Jing-Yan Wang, Yihua Zhou, Haoxiang Wang, Xiaohong Yang, Feng Yang, Austin Peterson
The problem of tag completion is to learn the missing tags of an image.
no code implementations • 30 Jun 2015 • Jing-Yan Wang, Yihua Zhou, Ming Yin, Shaochang Chen, Benjamin Edwards
In this objective, the reconstruction error is minimized and the coefficient spar- sity is encouraged.
no code implementations • 18 Feb 2015 • Jingbin Wang, Yihua Zhou, Kanghong Duan, Jim Jing-Yan Wang, Halima Bensmail
In this problem, each document is composed two different modals of data, i. e., an image and a text.