1.1k citations · 2.4k across the 69 of their papers we have counts for
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cs.CV2013★ 16 cited
Practical Matrix Completion and Corruption Recovery using Proximal Alternating Robust Subspace Minimization
Yu-Xiang Wang, Choon Meng Lee, Loong-Fah Cheong +1
Low-rank matrix completion is a problem of immense practical importance. Recent works on the subject often use nuclear norm as a convex surrogate of the rank function. Despite its…
stat.ML2013★ 44 cited
Noisy Sparse Subspace Clustering
Yu-Xiang Wang, Huan Xu
This paper considers the problem of subspace clustering under noise. Specifically, we study the behavior of Sparse Subspace Clustering (SSC) when either adversarial or random noise…