Lecture

Advanced methods of machine learning (Fortgeschrittene Methoden des maschinellen Lernens (FKI/FML))

Staff

Language

  • German/English

Lecture

The lecture is to be held offline. Please refer to the Moodle course for further informations.

  • Tuesday, 12:00 - 14:00, BC 523
  • Start: 14. October

Exercises

The exercises contain small project, which are splitet in exercises. Start: 17. Oktober

  • Friday
    • 10:00 - 12:00, BC 523

Exam

There is an oral exam.

Topics

General Background (Neural Networks) - Computer Vision/Audition - Generative/Probabilistic Models - Optimization - Explainability (XAI) - NLP/LLM - Reinforcement Learning

Materials & Infos

Moodle-Course

A key is required for registration, which will be announced in the first lecture.