Teaching Material

Lecture notes

Here you will find a collection of lecture notes on topics in machine learning. Their content ranges from mathematical foundations over elementary concepts to advanced material.

The following are links to PDF document available on researchgate.

 mathematical foundations


constrained optimization




kernel methods






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