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- W2010114066 abstract "This paper introduces a new approach in solving the ICA problem using a method that fits in the contrast and minimize paradigm, mostly found in the ICA literature. In our case, the contrast is a L 2 norm dependence measure, which constitutes an alternative to the usual criteria, based on mutual information. We propose a non parametric evaluation of the L 2 contrast, using a wavelet projection estimator. The mean square error of the procedure is bounded under Besov assumptions. Finally, we provide a set of simulations to show how the method performs in practice." @default.
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- W2010114066 date "2007-07-14" @default.
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- W2010114066 title "Independent component analysis by wavelets" @default.
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- W2010114066 doi "https://doi.org/10.1007/s11749-007-0073-7" @default.
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