Joint Seminar on Machine Learning and Data Management Systems
Date |
First meeting: Monday 15.11.2021, 2pm-3pm, Presentation: Friday 24.1.2022 |
Room |
First meeting: Online, Presentation: TBD |
Trainers |
Shinichi Nakajima |
Contact |
|
Credits |
3 ECTS, Elective in the modules "Machine Learning I", "Machine Learning II", and "Cognitive Algorithms" |
This is a joint research-oriented seminar of machine learning group and data management group. Students are required to present a selected topic.
Example topics are
- Deep generative models
- Parallel computation
- Hashing and sketches
- Auto ML
- Scalable Bayesian Learning
- Random features
- Optimization
- Stochastic/online methods
- Ensemble learning
- Dimensionality reduction/Visualization