Preprint
Jul 2026
AdaptICA: Data-Adaptive Transformation Learning for Independent Component Analysis
AdaptICA is proposed, an adaptive transformation-based framework that jointly learns grouped componentwise transformations and the demixing structure using a profiled mutual-information criterion and establishes identifiability, consistency, and asymptotic normality of the transformation estimator, together with joint...
Lida Jalili, Jing-Yu Liu, Vince D. Calhoun et al.
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