Stochastic algorithms with descent guarantees for ICA

Pierre Ablin, Alexandre Gramfort, Jean-François Cardoso, Francis R. Bach

Abstract: Independent component analysis (ICA) is a widespread data exploration technique, where observed signals are modeled as linear mixtures of independent components. From a machine learning point of vi...