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 $\mathbf{U}=[{\mathbf{U}}_1|{\mathbf{U}}_2]$ where the ranks of $\mathbf{U},{\mathbf{U}}_1$, and $\mathbf{U…