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This supplementary material contains the proofs of all theorems and some additional experimental results. We keep the numbering of all the theorems as in the paper and repeat the algorithms for the convenience of the reader. Let F m be an m-th order tensor, we recall from the paper the notations (see Definition 3.2) F m (x 1 , . . . , x m ) = n i1,...,im=1doi:10.1109/cvpr.2015.7299164 dblp:conf/cvpr/NgocGH15 fatcat:7g3phz4vz5egnjrntsbseqidua