Robust computation of linear models by convex relaxation

Gilad Lerman, Michael McCoy, Joel A. Tropp +1

Consider a dataset of vector-valued observations that consists of noisy inliers, which are explained well by a low-dimensional subspace, along with some number of outliers. This wo…