Robust PCA via Regularized Reaper with a Matrix-Free Proximal Algorithm
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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 find the principal components by solving a convex optimization problem. Usually... ...
