206 citations · 210 across the 4 of their papers we have counts for
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cs.LG2012★ 4 cited
A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning
Buyue Qian, Xiang Wang, Ian Davidson
A significant challenge to make learning techniques more suitable for general purpose use is to move beyond i) complete supervision, ii) low dimensional data, iii) a single task an…
cs.LG2012★ 206 cited
On Constrained Spectral Clustering and Its Applications
Xiang Wang, Buyue Qian, Ian Davidson
Constrained clustering has been well-studied for algorithms such as -means and hierarchical clustering. However, how to satisfy many constraints in these algorithmic settings ha…