Linear Independent Component Analysis via Optimal Transport

Ashutosh Jha, Michel Besserve, Simon Buchholz

Linear Independent Component Analysis (ICA) recovers jointly independent source signals from their linear mixtures. To achieve this, classical ICA algorithms attempt to maximize no…