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Chapter and Conference Paper
Contrast Functions for Independent Subspace Analysis
We consider the Independent Subspace Analysis problem from the point of view of contrast functions, showing that contrast functions are able to partially solve the ISA problem. That is, basic ICA can solve the...
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Chapter and Conference Paper
Strong Sub- and Super-Gaussianity
We introduce the terms strong sub- and super-Gaussianity to refer to the previously introduced class of densities log-concave is x 2 and log-convex in x 2 respectively. We derive r...
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Chapter and Conference Paper
Super-Gaussian Mixture Source Model for ICA
We propose an extension of the mixture of factor (or independent component) analyzers model to include strongly super-gaussian mixture source densities. This allows greater economy in representation of densiti...