Seminar schedule and Recordings
- Session 1. Introduction to Federated Learning. Video: Video 1. Slides: Lecture 1
- Session 2. Practice Session on Federated Learning. Video: Unfortunately video error, was not compiled? Slides: Lecture 2
- Session 3. Federated Learning Large Language Models. Video: Session 3 Video. Slides: Session 3 Slides
- Session 4. Automated Federated Learning. Video: Session 4 Video. Slides: Session 4 Slides
- Session 5. Fairness in Federated Learning. Video: Session 5 Video. Slides: Session 5 Slides
- Session 6. Federated Learning GPT Tuning. Video: Session 6 Video. Slides: Session 6 Slides
- Session 7. Federated Learning Applications: Healthcare I. Video: Session 7 Video. Slides: Session 7 Slides
- Session 8. Federated Learning Applications: Healthcare II. Video: Session 8 Video. Slides: Session 8 Slides
- Session 9. Federated Learning Security. Video: Session 9 Video. Slides: Session 9 Slides
- Session 10. Federated Machine Unlearning I. Video: Session 10 Video. Slides: Session 10 Slides
- Session 11. Federated Learning Optimizations. Video: Session 11 Video. Slides: Session 11 Slides
- Session 12. Federated Learning in Healthcare Challenges and Trends. Video: Session 12 Video. Slides: Session 12 Slides
- Session 13. Federated Learning in Edge Resources. Video: Session 13 Video. Slides:
- Session 14. xFL: Explainable Federated Learning. Video: Session 14 Video. Slides: Session 14 Slides
With that we conclude this special course on Federated Learning technologies