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math.NA2011
Analysis and Approximation of the Canonical Polyadic Tensor Decomposition
Stefan Kindermann, Carmeliza Navasca
We study the least-squares (LS) functional of the canonical polyadic (CP) tensor decomposition. Our approach is based on the elimination of one factor matrix which results in a red…
math.NA2011★ 1 cited
Some Convergence Results on the Regularized Alternating Least-Squares Method for Tensor Decomposition
Na Li, Stefan Kindermann, Carmeliza Navasca
We study the convergence of the Regularized Alternating Least-Squares algorithm for tensor decompositions. As a main result, we have shown that given the existence of critical poin…