Sciweavers

2 search results - page 1 / 1
» Tight oracle bounds for low-rank matrix recovery from a mini...
Sort
View
CORR
2010
Springer
115views Education» more  CORR 2010»
13 years 3 months ago
Tight oracle bounds for low-rank matrix recovery from a minimal number of random measurements
This paper presents several novel theoretical results regarding the recovery of a low-rank matrix from just a few measurements consisting of linear combinations of the matrix entr...
Emmanuel J. Candès, Yaniv Plan
CORR
2010
Springer
94views Education» more  CORR 2010»
13 years 2 months ago
The Stability of Low-Rank Matrix Reconstruction: a Constrained Singular Value View
The stability of low-rank matrix reconstruction is investigated in this paper. The -constrained minimal singular value ( -CMSV) of the measurement operator is shown to determine t...
Gongguo Tang, Arye Nehorai