Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery
             via Convex Optimization
                       Canyi Lu
       Department of Electrical and Computer Engineering, Carnegie Mellon University
                          canyilu@gmail.com

            Abstract                 proximation. Algorithms based on nonconvex formula-
                                 tions have been proposed to robustify tensor decomposi-
  This work studies the Tensor Robust Principal Com ...