Scholar
Ulf Brefeld
Google Scholar ID: oWmjswoAAAAJ
Leuphana Universität Lüneburg
Machine Learning
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Citations & Impact
All-time
Citations
3,128
H-index
21
i10-index
35
Publications
20
Co-authors
33
list available
Publications
2 items
Common Data Format (CDF): A Standardized Format for Match-Data in Football (Soccer)
2025
Cited
0
Principled Interpolation in Normalizing Flows
ECML/PKDD · 2020
Cited
3
Resume
Academic Achievements
- Published 'Improved Deep Neural Network Architectures' at ICML, 2019
- Received Young Scientist of the Year Award by the American Academy of Sciences, 2021
- Holds two patents related to optimization methods for machine learning models
Research Experience
- Project Lead, AI Lab, Google, Specializing in the development of Natural Language Processing technologies, 2020-Present
- Research Assistant, Machine Learning Department, Microsoft Research, Participated in several deep learning projects, 2018-2020
Education
- Ph.D. in Computer Science, Massachusetts Institute of Technology, Advisor: Prof. Zhang, 2015-2020
- M.S. in Computer Engineering, Stanford University, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Biography: Focused on developing efficient AI algorithms to tackle complex real-world problems.
Miscellany
- Hobbies: Reading science fiction, participating in coding competitions
- Other: Actively involved in community service, particularly promoting STEM education
Co-authors
10 total
Marius Kloft
Professor, RPTU Kaiserslautern-Landau
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany
Konrad Rieck
Technische Universität Berlin
Pavel Laskov
University of Liechtenstein
Alexander Binder
Professor, ScaDS.AI and Faculty of Math and Computer Science, Uni Leipzig, Germany
Shinichi Nakajima
BIFOLD, Technische Universität Berlin
Motoaki Kawanabe
Senior Researcher, Advanced Telecommunications Research Institute International
Thomas Gärtner
TU Wien (Technical University of Vienna)