Information-Theoretic Modeling
5
Algorithms and machine learning
Advanced studies
The course introduces information-theoretic methods and their applications in modeling. The topics include Shannon"s noiseless source coding theorem, data compression, and Rissanen"s Minimum Description Length (MDL) principle.