A Validation Approach to Over-parameterized Matrix and Image Recovery

Lijun Ding, Zhen Qin, Liwei Jiang +2

This paper studies the problem of recovering a low-rank matrix from several noisy random linear measurements. We consider the setting where the rank of the ground-truth matrix is u…