Independent Component Analysis using Bregman Divergences

摘要

We review the technique of independent component analysis (ICA) and Stone's criterion for performing an independent component analysis. We then review Bregman divergences and show how they may be applied to Stone's criterion providing a very simple algorithm for performing ICA. We illustrate our method on two very simple data sets.