TY  - CONF
ID  - SisLab3334
UR  - https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3334/
A1  - Nguyen, Viet Dung
A1  - Abed-Meraim, Karim
A1  - Nguyen, Linh Trung
Y1  - 2015/04//
N2  - 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.
TI  - Parallelizable PARAFAC decomposition of 3-way tensors
SP  - 5505
M2  - Brisbane, Australia
AV  - none
EP  - 5509
T2  - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
ER  -