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cs.IT2017★ 17 cited
On Deterministic Sampling Patterns for Robust Low-Rank Matrix Completion
Morteza Ashraphijuo, Vaneet Aggarwal, Xiaodong Wang
In this letter, we study the deterministic sampling patterns for the completion of low rank matrix, when corrupted with a sparse noise, also known as robust matrix completion. We e…
cs.IT2017★ 5 cited
Deterministic and Probabilistic Conditions for Finite Completability of Low-rank Multi-View Data
Morteza Ashraphijuo, Xiaodong Wang, Vaneet Aggarwal
We consider the multi-view data completion problem, i.e., to complete a matrix where the ranks of , and $\mathbf{U…