742 citations · 2.5k across the 92 of their papers we have counts for
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cs.CV2015
Fast Randomized Singular Value Thresholding for Low-rank Optimization
Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai +1
Rank minimization can be converted into tractable surrogate problems, such as Nuclear Norm Minimization (NNM) and Weighted NNM (WNNM). The problems related to NNM, or WNNM, can be…
cs.CV2015
Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications
Tae-Hyun Oh, Yu-Wing Tai, Jean-Charles Bazin +2
Robust Principal Component Analysis (RPCA) via rank minimization is a powerful tool for recovering underlying low-rank structure of clean data corrupted with sparse noise/outliers.…