Seminar “Machine Learning and Data Management”
For the first meeting: please join to https://tu-berlin.zoom.us/j/94964410259?pwd=eWhPbVc4M0xjeHR6M1dDMktERk85Zz09
Date |
First meeting: Friday 5.6.2020, 14-15, Presentation: Monday 13.7.2020, TBD |
Room |
Online (https://tu-berlin.zoom.us/j/94964410259?pwd=eWhPbVc4M0xjeHR6M1dDMktERk85Zz09) |
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
- Scalable Bayesian Learning
- Random features
- Optimization
- Stochastic/online methods
- Dimensionality reduction/Visualization
Tentative paper list: PaperList.pdf