461 citations · 2k across the 23 of their papers we have counts for
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cs.IT2010
The Stability of Low-Rank Matrix Reconstruction: a Constrained Singular Value View
Gongguo Tang, Arye Nehorai
The stability of low-rank matrix reconstruction with respect to noise is investigated in this paper. The -constrained minimal singular value (-CMSV) of the measurem…
cs.IT2010★ 66 cited
Performance Analysis of Sparse Recovery Based on Constrained Minimal Singular Values
Gongguo Tang, Arye Nehorai
The stability of sparse signal reconstruction is investigated in this paper. We design efficient algorithms to verify the sufficient condition for unique sparse recovery.…