71 citations · 163 across the 19 of their papers we have counts for
5 papers · 1 filter
Recovery of Structured Signals with Prior Information via Maximizing Correlation
Xu Zhang, Wei Cui, Yulong Liu
This paper considers the problem of recovering a structured signal from a relatively small number of noisy measurements with the aid of a similar signal which is known beforehand.…
Stable Recovery of Structured Signals From Corrupted Sub-Gaussian Measurements
Jinchi Chen, Yulong Liu
This paper studies the problem of accurately recovering a structured signal from a small number of corrupted sub-Gaussian measurements. We consider three different procedures to re…
Compressed Sensing with Prior Information via Maximizing Correlation
Xu Zhang, Wei Cui, Yulong Liu
Compressed sensing (CS) with prior information concerns the problem of reconstructing a sparse signal with the aid of a similar signal which is known beforehand. We consider a new…
On the Phase Transition of Corrupted Sensing
Huan Zhang, Yulong Liu, Hong Lei
In \cite{FOY2014}, a sharp phase transition has been numerically observed when a constrained convex procedure is used to solve the corrupted sensing problem. In this paper, we pres…
Corrupted Sensing with Sub-Gaussian Measurements
Jinchi Chen, Yulong Liu
This paper studies the problem of accurately recovering a structured signal from a small number of corrupted sub-Gaussian measurements. We consider three different procedures to re…