Courses
Blind Source Separation and Independent Component Analysis @ FER
Course on the doctoral program at the Faculty of Electrical Engineering and Computing (FER) of the University of Zagreb. Additional information and lecture notes can be found at the official web page of the Faculty.
Blind Source Separation and Independent Component Analysis @ PMF
Advanced doctoral course at the Faculty of Mathematics, University of Zagreb.
- Course info (PDF)
- Lecture 01: Motivation and Applications (PDF)
- Lecture 02: Mathematical Preliminaries (PDF)
- Lecture 03: Information Theoretic ICA (PDF)
- Lecture 04: Algebraic ICA (PDF)
- Lecture 05: Noisy ICA (PDF)
- Lecture 06: DCA (PDF)
- Lecture 07: uBSS SCA (PDF)
- Lecture 08: NMF SCA (PDF)
- Lecture 09: Convolutive problems (PDF)
- Lecture 10: BSS from nonlinear mixtures (PDF)
- Lecture 11: Tensor factorizations (PDF)
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