%A Viet Dung Nguyen
%A Karim Abed-Meraim
%A Linh Trung Nguyen
%T Parallelizable PARAFAC decomposition of 3-way tensors
%X This paper introduces a new PARAFAC algorithm for a class of third-order tensors. Particularly, the proposed algorithm is based on subspace estimation and solving a non-symmetrical joint diagonalization problem. To deal with large scale problem, a procedure for overcoming scale and permutation ambiguities is proposed in a parallel computing scheme leading to a significant cost reduction of our method. Performance comparison with some state-of-the-art algorithms produces promising results.
%C Brisbane, Australia
%D 2015
%P 5505-5509
%L SisLab3334