Joint Seminar on Machine Learning and Data Management Systems
Date |
First meeting: Monday 15.11.2021, 2pm-3pm, Presentation: Monday 24.1.2022, 2pm- |
Room |
First meeting: Online via Zoom (find a link at the ISIS page: https://isis.tu-berlin.de/course/view.php?id=27634#section-0) , Presentation: ONLINE |
Trainers |
Shinichi Nakajima |
Contact |
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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 learning
- Deep generative models
- Parallel computation
- Hashing and sketches
- Auto ML
- Scalable Bayesian Learning
- Random features
- Optimization
- Stochastic/online methods
- Ensemble learning
- Dimensionality reduction/Visualization