Sebastian Weichwald
Assistant professor, tenure track, Tenure Track Assistant Professor
Department of Mathematical Sciences
Universitetsparken 5, Building: 04-3-26
2100 København Ø
Member of:
- 2022
- Published
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
Weichwald, Sebastian, Wengel Mogensen, S., Lee, T. E., Baumann, D., Kroemer, O., Guyon, I., Trimpe, S., Peters, J. M. & Pfister, Niklas Andreas, 2022, Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track. PMLR, p. 246-258 (Proceedings of Machine Learning Research, Vol. 176).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2021
- Published
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game
Reisach, A. G., Seiler, C. & Weichwald, Sebastian, 2021, Advances in Neural Information Processing Systems 34 (NeurIPS). NeurIPS Proceedings, p. 1-13Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Compositional Abstraction Error and a Category of Causal Models
Rischel, E. F. & Weichwald, Sebastian, 2021, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence,. PMLR, p. 1013-1023 (Proceedings of Machine Learning Research, Vol. 161).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2020
- Published
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
Weichwald, Sebastian, Emil Jakobsen, M., Mogensen, Phillip Bredahl, Petersen, L., Thams, Nikolaj Theodor Birkmose & Varando, G., 2020, Proceedings of the NeurIPS 2019 Competition and Demonstration Track. PMLR, p. 27-36 (Proceedings of Machine Learning Research, Vol. 123).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
ID: 226564798
Most downloads
-
92
downloads
Causality in Cognitive Neuroscience: Concepts, Challenges, and Distributional Robustness
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
34
downloads
Robustifying independent component analysis by adjusting for group-wise stationary noise
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
31
downloads
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Published