38 citations · 46 across the 3 of their papers we have counts for
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cs.IT2020★ 8 cited
Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications
Halyun Jeong, Xiaowei Li, Yaniv Plan +1
Random linear mappings are widely used in modern signal processing, compressed sensing and machine learning. These mappings may be used to embed the data into a significantly lower…
cs.IT2012
Support driven reweighted minimization
Hassan Mansour, Ozgur Yilmaz
In this paper, we propose a support driven reweighted minimization algorithm (SDRL1) that solves a sequence of weighted problems and relies on the support estimat…