Dominik Baumann
Assistant Professor
Assistant Professor
T410 Dept. Electrical Engineering and Automation
Dominik Baumann is an Assistant Professor at Aalto University since 2023. His research interests revolve around systems and control theory, machine learning, and communication networks.
Full researcher profile
Email
dominik.baumann@aalto.fi
Phone number
+358504773899
Areas of expertise
213 Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka, Automaatio- ja systeemitekniikka
Honors and awards
Future Award
2019 Future Award of the Ewald Marquardt Foundation
Palkinto tai huomionosoitus tuotoksesta
Sähkötekniikan ja automaation laitos
Jan 2019
Best Demo Award
Best Demo Award at the 2019 ACM/IEEE International Conference on Information Processing in Sensor Networks
Palkinto tai huomionosoitus tuotoksesta
Sähkötekniikan ja automaation laitos
Jan 2019
Best Paper Award
Best Paper Award at the 2019 ACM/IEEE International Conference on Cyber-Physical Systems
Palkinto tai huomionosoitus tuotoksesta
Sähkötekniikan ja automaation laitos
Jan 2019
Research groups
- Cyber-physical Systems
Publications
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
2025
Transactions on Machine Learning Research
Dominik Baumann, Krzysztof Kowalczyk, Cristian R. Rojas, Koen Tiels, Paweł Wachel
2025
IEEE Transactions on Automatic Control
Mingwei Deng, Ville Kyrki, Dominik Baumann
2025
Proceedings of the Conference on Causal Learning and Reasoning
Shiming He, Alexander von Rohr, Dominik Baumann, Ji Xiang, Sebastian Trimpe
2025
IEEE Transactions on Robotics
Abdullah Tokmak, Kiran Gangadharan Nair Krishnan, Thomas B. Schön, Dominik Baumann
2025
International Conference on Artificial Intelligence and Statistics (AISTATS)
Abdullah Tokmak, Thomas B. Schön, Dominik Baumann
2025
64th IEEE Conference on Decision and Control
Dominik Baumann, Krzysztof Kowalczyk, Koen Tiels, Paweł Wachel
2024
2023 62nd IEEE Conference on Decision and Control, CDC 2023
Dominik Baumann, Thomas B. Schön
2024
IEEE Transactions on Robotics
Abdullah Tokmak, Thomas B. Schön, Dominik Baumann
2024
Proceedings of the Symposium on Systems Theory in Data and Optimization
Dominik Baumann
2023