5 citations · 8 across the 2 of their papers we have counts for
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cs.LG2020★ 3 cited
Improved Subsampled Randomized Hadamard Transform for Linear SVM
Zijian Lei, Liang Lan
Subsampled Randomized Hadamard Transform (SRHT), a popular random projection method that can efficiently project a -dimensional data into -dimensional space () in $O…
cs.LG2012★ 5 cited
Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method
Kai Zhang, Liang Lan, Jun Liu +2
Low-rank matrix decomposition has gained great popularity recently in scaling up kernel methods to large amounts of data. However, some limitations could prevent them from working…