Approximate Subspace-Sparse Recovery with Corrupted Data via Constrained ${\ell }_1$-Minimization

Ehsan Elhamifar, Mahdi Soltanolkotabi, Shankar Sastry

High-dimensional data often lie in low-dimensional subspaces corresponding to different classes they belong to. Finding sparse representations of data points in a dictionary built…