3.7k citations · 8k across the 129 of their papers we have counts for
Showing 2014 · cs.LGShow all
2 papers · 2 filters
cs.LG2014★ 1 cited
Relations among Some Low Rank Subspace Recovery Models
Hongyang Zhang, Zhouchen Lin, Chao Zhang +1
Recovering intrinsic low dimensional subspaces from data distributed on them is a key preprocessing step to many applications. In recent years, there has been a lot of work that mo…
cs.LG2014★ 121 cited
Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization
Canyi Lu, Zhouchen Lin, Shuicheng Yan
This work presents a general framework for solving the low rank and/or sparse matrix minimization problems, which may involve multiple non-smooth terms. The Iteratively Reweighted…