26 citations · 27 across the 2 of their papers we have counts for
2 papers
cs.LG2010★ 26 cited
Multi-View Active Learning in the Non-Realizable Case
Wei Wang, Zhi-Hua Zhou
The sample complexity of active learning under the realizability assumption has been well-studied. The realizability assumption, however, rarely holds in practice. In this paper, w…
cs.LG2010★ 1 cited
Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection
Yu-Feng Li, Zhi-Hua Zhou
Semi-supervised support vector machines (S3VMs) are a kind of popular approaches which try to improve learning performance by exploiting unlabeled data. Though S3VMs have been foun…