%0 Conference Paper
%A Nguyen, Viet Dung
%A Abed-Meraim, Karim
%A Nguyen, Linh Trung
%B IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
%C Brisbane, Australia
%D 2015
%F SisLab:3334
%P 5505-5509
%T Parallelizable PARAFAC decomposition of 3-way tensors
%U https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3334/
%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.