Independent Factor Analysis

This chapter contains sections titled: Statistical Modeling and Blind Source Separation, Independent Factor (IF) Generative Model, Learning the IF Model, Recovering the Sources, IFA: Simulation Results, IFA with Many Sources: The Factorized Variational Approximation, Noiseless IFA, Conclusion, Appendix A: IFA: Derivation of the EM Algorithm, Appendix B: Variational IFA: Derivation of the Mean-Field Equations, Appendix C: Noiseless IFA: Derivation of the GEM Algorithm, Acknowledgments, References