103 citations · 248 across the 19 of their papers we have counts for
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cs.CV2010★ 103 cited
Fast L1-Minimization Algorithms For Robust Face Recognition
Allen Y. Yang, Zihan Zhou, Arvind Ganesh +2
L1-minimization refers to finding the minimum L1-norm solution to an underdetermined linear system b=Ax. Under certain conditions as described in compressive sensing theory, the mi…
cs.IT2010★ 63 cited
Stable Principal Component Pursuit
Zihan Zhou, Xiaodong Li, John Wright +2
In this paper, we study the problem of recovering a low-rank matrix (the principal components) from a high-dimensional data matrix despite both small entry-wise noise and gross spa…