List of Courses for the Master ML in the Winter Semester 2023/24 (Foundations of ML and Diverse Topics in ML) - Still subject to potential changes
Foundations of Machine Learning | Lecturer |
Deep Learning | Zell |
Diverse Topics in Machine Learning - Lectures | |
Hennig | |
Mathematics of Machine Learning | Cabrera |
Self-Driving Cars | Geiger |
Medical Data Science | Pfeifer |
Hein | |
Machine Learning for Single Cell Biology | Claassen |
Trustworthy Machine Learning | Oh |
Beyond Fairness - a socio-technical view of Machine Learning | Williamson |
Virtual Humans | Pons - Moll |
Time Series | Ludwig |
Diverse Topics in Machine Learning - Seminars | |
Ethics and Philosophy of Machine Learning | Grote |
Current Topics in Robotics | Zell |
Pfeifer/Eggeling | |
Automated Machine Learning and Hyperparameter Optimization | Eggensberger |
Machine Learning for Scientific Discovery | Macke |
3D Vision | Geiger |
Philosophy of Science for Machine Learning | Genin |
Human Motion Synthesis | Pons - Moll |
Recent Advances in Reiniforcement Learning | Martius |
Diverse Topics in Machine Learning - Practical Sessions | |
Mobile Robots | Zell |