- Winter semester, in English, 3CP
- Mo. 8:00-9:30 every week, ISS seminar room
- Lecturer: Dr. Uhlich from Sony
- Prerequisite: linear algebra, digital signal processing
- Content:
- Vector and matrix computations: Derivative, EVD/SVD, Nonnegative matrix factorization (NMF)
- Special matrices (Toeplitz, Hankel, Circulant, Projection, ...)
- Applications:
- Feature reduction, Fisher transform, PCA
- PageRank (Google), Recommendation Systems (Amazon)
- Multidimensional scaling
- Information and lecture dates (pdf)
If you want to participate in this course, please register via e-mail.