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| || Date ||\First meeting: Tuesday 1.6.2021, 14-15, Presentation: Tuesday 13.7.2020, 14-? || | || Date ||\First meeting: Tuesday 1.6.2021, 14-15, Presentation: Tuesday 13.7.2021, 14-? || |
Seminar “Machine Learning and Data Management”
Date |
\First meeting: Tuesday 1.6.2021, 14-15, Presentation: Tuesday 13.7.2021, 14-? |
Room |
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 generative models
- Parallel computation
- Hashing and sketches
- Auto ML
- Scalable Bayesian Learning
- Random features
- Optimization
- Stochastic/online methods
- Ensemble learning
- Dimensionality reduction/Visualization