132 citations · 392 across the 17 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016★ 2 cited
Robust and Scalable Column/Row Sampling from Corrupted Big Data
Mostafa Rahmani, George Atia
Conventional sampling techniques fall short of drawing descriptive sketches of the data when the data is grossly corrupted as such corruptions break the low rank structure required…
cs.LG2016★ 132 cited
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis
Mostafa Rahmani, George Atia
This paper presents a remarkably simple, yet powerful, algorithm termed Coherence Pursuit (CoP) to robust Principal Component Analysis (PCA). As inliers lie in a low dimensional su…