Speeding up PARAFAC : Approximation of tensor rank using the Tucker core

In this paper, the approach of utilizing the core tensor from the Tucker decomposition, in place of theuncompressed tensor, for nding a valid tensor rank for the PARAFAC decomposition is considered.Validity of the proposed method is investigated in terms of error and time consumption. As thesolution...

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Bibliographic Details
Main Author: Arnroth, Lukas
Format: Others
Language:English
Published: Uppsala universitet, Statistiska institutionen 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-353287