1k citations · 2.4k across the 22 of their papers we have counts for
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3 papers · 1 filter
stat.ML2016★ 9 cited
Streaming View Learning
Chang Xu, Dacheng Tao, Chao Xu
An underlying assumption in conventional multi-view learning algorithms is that all views can be simultaneously accessed. However, due to various factors when collecting and pre-pr…
cs.CV2016★ 2 cited
Parts for the Whole: The DCT Norm for Extreme Visual Recovery
Yunhe Wang, Chang Xu, Shan You +2
Here we study the extreme visual recovery problem, in which over 90\% of pixel values in a given image are missing. Existing low rank-based algorithms are only effective for recove…
stat.ML2016★ 11 cited
Streaming Label Learning for Modeling Labels on the Fly
Shan You, Chang Xu, Yunhe Wang +2
It is challenging to handle a large volume of labels in multi-label learning. However, existing approaches explicitly or implicitly assume that all the labels in the learning proce…