64 citations · 192 across the 29 of their papers we have counts for
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math.ST2015
Signed Support Recovery for Single Index Models in High-Dimensions
Matey Neykov, Qian Lin, Jun S. Liu
In this paper we study the support recovery problem for single index models , where is an unknown link function, $\bol…
math.ST2015★ 16 cited
On consistency and sparsity for sliced inverse regression in high dimensions
Qian Lin, Zhigen Zhao, Jun S. Liu
We provide here a framework to analyze the phase transition phenomenon of slice inverse regression (SIR), a supervised dimension reduction technique introduced by \cite{Li:1991}. U…