High dimensional deformed rectangular matrices with applications in matrix denoising

Xiucai Ding

We consider the recovery of a low rank $M\times N$ matrix $S$ from its noisy observation $\tilde{S}$ in two different regimes. Under the assumption that $M$ is comparable to $N$,…