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A Theoretic Model for Linear Geometric ICA

Theis, Fabian J. ; Jung, Andreas ; Lang, Elmar W. ; Puntonet, Carlos G.



Abstract

Geometric algorithms for linear ICA have recently received some attention due to their pictorial description and their relative ease of implementation. The geometric approach to ICA has been proposed first by Puntonet and Prieto in order to separate linear mixtures. We will reconsider geometric ICA in a solid theoretic framework showing that fixpoints of geometric ICA fulfill a so called ...

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