Robust PCA via Regularized REAPER with a Matrix-Free Proximal Algorithm

Robert Beinert, Gabriele Steidl

Principal component analysis (PCA) is known to be sensitive to outliers, so that various robust PCA variants were proposed in the literature. A recent model, called REAPER, aims to…