Fast adaptive PARAFAC decomposition algorithm with linear complexity

We present a fast adaptive PARAFAC decomposition algorithm with low computational complexity. The proposed algorithm generalizes the Orthonormal Projection Approximation Subspace Tracking (OPAST) approach for tracking a class of third-order tensors which have one dimension growing with time. It has...

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Bibliographic Details
Main Authors: Nguyen, Viet Dung, Karim, Abed-Meraim, Nguyen, Linh Trung
Format: Article
Language:English
Published: ĐHCN 2016
Subjects:
Online Access:http://repository.vnu.edu.vn/handle/VNU_123/13033
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Institution: Vietnam National University, Hanoi
Language: English