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SIAM Journal on Optimization· 2013Q1

Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank-$(L_r,L_r,1)$ Terms, and a New Generalization

Laurent Sorber, Marc Van Barel, Lieven De Lathauwer

Short summary

New optimization-based algorithms efficiently compute a generalized tensor decomposition that unifies Canonical Polyadic Decomposition (CPD) and rank-(Lr,Lr,1) Block Term Decomposition (BTD).

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Field: Computational Mathematics

Computational MathematicsMathematics