55 citations · 93 across the 7 of their papers we have counts for
3 papers · 1 filter
Multiple kernel multivariate performance learning using cutting plane algorithm
Jingbin Wang, Haoxiang Wang, Yihua Zhou +1
In this paper, we propose a multi-kernel classifier learning algorithm to optimize a given nonlinear and nonsmoonth multivariate classifier performance measure. Moreover, to solve…
Image tag completion by local learning
Jingyan Wang, Yihua Zhou, Haoxiang Wang +3
The problem of tag completion is to learn the missing tags of an image. In this paper, we propose to learn a tag scoring vector for each image by local linear learning. A local lin…
Supervised cross-modal factor analysis for multiple modal data classification
Jingbin Wang, Yihua Zhou, Kanghong Duan +2
In this paper we study the problem of learning from multiple modal data for purpose of document classification. In this problem, each document is composed two different modals of d…