4.4k citations · 24.2k across the 344 of their papers we have counts for
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cs.LG2010★ 5 cited
NESVM: a Fast Gradient Method for Support Vector Machines
Tianyi Zhou, Dacheng Tao, Xindong Wu
Support vector machines (SVMs) are invaluable tools for many practical applications in artificial intelligence, e.g., classification and event recognition. However, popular SVM sol…
cs.LG2010★ 195 cited
Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction
Tianyi Zhou, Dacheng Tao, Xindong Wu
It is difficult to find the optimal sparse solution of a manifold learning based dimensionality reduction algorithm. The lasso or the elastic net penalized manifold learning based…