11 citations · 11 across the 3 of their papers we have counts for
3 papers
math.ST2020
II. High Dimensional Estimation under Weak Moment Assumptions: Structured Recovery and Matrix Estimation
Xiaohan Wei
The purpose of this thesis is to develop new theories on high-dimensional structured signal recovery under a rather weak assumption on the measurements that only a finite number of…
cs.DC2017
Robust Group LASSO Over Decentralized Networks
Manxi Wang, Yongcheng Li, Xiaohan Wei +1
This paper considers the recovery of group sparse signals over a multi-agent network, where the measurements are subject to sparse errors. We first investigate the robust group LAS…
math.ST2016★ 11 cited
Structured signal recovery from non-linear and heavy-tailed measurements
Larry Goldstein, Stanislav Minsker, Xiaohan Wei
We study high-dimensional signal recovery from non-linear measurements with design vectors having elliptically symmetric distribution. Special attention is devoted to the situation…