55 citations · 93 across the 7 of their papers we have counts for
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cs.LG2016★ 1 cited
Semi-supervised structured output prediction by local linear regression and sub-gradient descent
Ru-Ze Liang, Wei Xie, Weizhi Li +3
We propose a novel semi-supervised structured output prediction method based on local linear regression in this paper. The existing semi-supervise structured output prediction meth…
cs.LG2015★ 14 cited
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…
cs.LG2015★ 2 cited
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…