Joint Seminar on Machine Learning and Data Management Systems
Date |
First meeting: Tuesday 1.6.2021, 14-15, Presentation: Tuesday 13.7.2021, 13-18 |
Room |
Please find a Zoom link at the ISIS page: https://isis.tu-berlin.de/course/view.php?id=24546#section-0 |
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