Yun-Bin Zhao

activity

20102022

most citedNewton-Step-Based Hard Thresholding Algorithms for Sparse Signal Recovery

58 citations · 75 across the 15 of their papers we have counts for

collaborators

Showing 2017Show all

2 papers · 1 filter

math.ST2017★ 3 cited

A Theoretical Analysis of Sparse Recovery Stability of Dantzig Selector and LASSO

Yun-Bin Zhao, Duan Li

Dantzig selector (DS) and LASSO problems have attracted plenty of attention in statistical learning, sparse data recovery and mathematical optimization. In this paper, we provide a…

cs.IT2017

Weak Stability of $ℓ_{1}$ -minimization Methods in Sparse Data Reconstruction

Yun-Bin Zhao, Houyuan Jiang, Zhi-Quan Luo

As one of the most plausible convex optimization methods for sparse data reconstruction, $ℓ_{1}$ -minimization plays a fundamental role in the development of sparse optimization th…

A Theoretical Analysis of Sparse Recovery Stability of Dantzig Selector and LASSO

Weak Stability of ℓ1​-minimization Methods in Sparse Data Reconstruction

Weak Stability of $ℓ_{1}$ -minimization Methods in Sparse Data Reconstruction