38 citations · 46 across the 3 of their papers we have counts for
3 papers
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…
math.ST2018★ 38 cited
Learning tensors from partial binary measurements
Navid Ghadermarzy, Yaniv Plan, Ozgur Yilmaz
In this paper we generalize the 1-bit matrix completion problem to higher order tensors. We prove that when a bounded rank-, order- tensor in $\mathbb{R}^{N} \ti…
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…