Binary independent component analysis: a non-stationarity-based approach

Antti Hyttinen, Vitória Barin Pacela, Aapo Hyvärinen

Abstract: We consider independent component analysis of binary data. While fundamental in practice, this case has been much less developed than ICA for continuous data. We start by assuming a linear mixing m...