AdaptICA jointly estimates grouped componentwise Box-Cox transformations and ICA demixing through a profiled mutual-information criterion, with claimed identifiability, oracle asymptotics, and empirical gains on EEG data.
Ricardo Vig´ ario, Jaakko Sarela, Veikko Jousm¨ aki, Matti H¨ am¨ al¨ ainen, and Erkki Oja
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AdaptICA: Data-Adaptive Transformation Learning for Independent Component Analysis
AdaptICA jointly estimates grouped componentwise Box-Cox transformations and ICA demixing through a profiled mutual-information criterion, with claimed identifiability, oracle asymptotics, and empirical gains on EEG data.