Parallelizable PARAFAC decomposition of 3-way tensors

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 ambig...

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Bibliographic Details

Published in:	2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pp. 5505 - 5509
Main Authors:	Nguyen, Linh-Trung, Abed-Meraim, Karim
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.04.2015
Subjects:	Complexity theory Joints Loading Matrix decomposition non-symmetrical joint diagonalization PARAFAC parallel and distributed computation Signal processing Signal processing algorithms subspace estimation Tensile stress Tensor decomposition
ISSN:	1520-6149
Online Access:	Get full text
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