Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study

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Jarkko Ylipaavalniemi, Nima Reyhani, Ricardo Vigário

Published: 2012, Last Modified: 09 Oct 2024LVA/ICA 2012EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Independent component analysis (ICA) is possibly the most widespread approach to solve the blind source separation (BSS) problem. Many different algorithms have been proposed, together with an extensive body of work on the theoretical foundations and limits of the methods.