After successful completion of the course, students are able to...
In this machine learning theory project, the students will be working on specific theoretical research questions in the area of machine learning. During the semester the students will prove theoretical statements in a chosen area of machine learning. Expected results include for example:
Students read original papers and perform literature research for related work. They work on novel theoretical guarantees, present their results online, and write a project report.
3ects -> 75h8h literature search and proposal writing12h preparing and attending presentations and project meetings42h formal proofs, implementation, and testing13h writing the project report
The final grade is made up of the quality of