Mathematical Algorithmic Optimization - Otto-von-Guericke-University Magdeburg


Lecture: Optimization Methods for Machine Learning

The lecture (LSF) will be taught in English and addresses Master and PhD students in Mathematics or related fields. The lecture is expected to be more interactive than other lectures.


It will survey optimization problems in and methods for machine learning. Updates on this page will follow.

A preliminary table of contents is the following.

Practical exercises will complement the lecture and focus on KERAS and Python scikit-learn.


Introduction to Optimization. The lecture Nonlinear Optimization is recommended, but not absolutely necessary.

Exercises and Downloads

On this password-protected page

Studienfächer / Studienrichtungen

Feel free to send me an email with general questions:

Last Modification: 2018-10-06 - Contact Person: Sebastian Sager - Impressum