Niklas Andreas Pfister
Assistant professor, tenure track, Associate Professor
Department of Mathematical Sciences
Universitetsparken 5, 2100 København Ø, 04 Matematik E, Building: 04-3-18
Member of:
1 - 2 out of 2Page size: 10
- 2022
- Published
Identifiability of Sparse Causal Effects using Instrumental Variables
Pfister, Niklas Andreas & Peters, J., 2022, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence. PMLR, p. 1613-1622 10 p. (Proceedings of Machine Learning Research, Vol. 180).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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
ID: 232695812
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76
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Learning stable and predictive structures in kinetic systems
Research output: Contribution to journal › Journal article › Research › peer-review
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34
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Robustifying independent component analysis by adjusting for group-wise stationary noise
Research output: Contribution to journal › Journal article › Research › peer-review
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25
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Stabilizing variable selection and regression
Research output: Contribution to journal › Journal article › Research › peer-review
Published