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Seminar “Machine Learning and Data Management”
Important!! |
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Date |
<#FF0000> First meeting: Friday 5.6.2020, 14-15, Presentation: Friday 20.7.2020, TBD |
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
- Scalable Bayesian Learning
- Random features
- Optimization
- Stochastic/online methods
- Boosting
- Dimensionality reduction/Visualization