ICA by Maximum Likelihood Estimation
Aapo Hyvärinen, Juha Karhunen, Erkki Oja · 2001
In this chapter, the authors show how to apply maximum likelihood (ML) estimation to independent component analysis (ICA) estimation. They also show its close connection to the neural network principle of maximization of information flow (infomax).