Compressed sensing of low-rank plus sparse matrices

Jared Tanner, Simon Vary

Expressing a matrix as the sum of a low-rank matrix plus a sparse matrix is a flexible model capturing global and local features in data popularized as Robust PCA (Candes et al., 2…