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Augmented complex matrix factorisation

Published • May 1, 2011
NobleIDNI7P97W51R27S42
Authors:
David Looney
,
Danilo P. Mandic

Abstract

A novel framework for the factorisation of complex-valued data is derived using recent developments in complex statistics. Unlike existing factorisation tools the algorithms can cater for noncircularity of the input a necessary feature in applications for modelling real-world data. It is furthermore...

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