Low-dimensional Subspaces

Relations among Some Low Rank Subspace Recovery Models

We discover that once a solution to one of the models is obtained, we can obtain the solutions to other models in closed-form formulations. Since R-PCA is the simplest, our discovery makes it the center of low-rank subspace recovery models.