Considerations for robust ICA: a discussion of the PICARD framework
Francesca Greselin, Giorgia Zaccaria · Advances in Data Analysis and Classification · 2026
Abstract This study explores the PICARD framework for Independent Component Analysis (ICA), focusing on robust implementation methods. We utilize the "Cocktail party" and handwritten digits datasets to discuss features of the framework's application and performance.