Jonas Peters
Københavns Universitet
H-index: 36
Europe-Denmark
Top articles of Jonas Peters
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology
arXiv preprint arXiv:2404.11341
2024/4/17
Jonas Peters
H-Index: 29
Invariant Subspace Decomposition
arXiv preprint arXiv:2404.09962
2024/4/15
Jonas Peters
H-Index: 29
Niklas Pfister
H-Index: 7
Causal Change Point Detection and Localization
arXiv preprint arXiv:2403.12677
2024/3/19
Jonas Peters
H-Index: 29
Niklas Pfister
H-Index: 7
Effect-Invariant Mechanisms for Policy Generalization
Journal of Machine Learning Research
2024
Boosted control functions
arXiv preprint arXiv:2310.05805
2023/10/9
Identifying representations for intervention extrapolation
arXiv preprint arXiv:2310.04295
2023/10/6
Model-based causal feature selection for general response types
arXiv preprint arXiv:2309.12833
2023/9/22
Sorawit Saengkyongam
H-Index: 1
Jonas Peters
H-Index: 29
Statistical testing under distributional shifts
Journal of the Royal Statistical Society Series B: Statistical Methodology
2023/7
Unfair Utilities and First Steps Towards Improving Them
arXiv e-prints
2023/6
Sebastian Weichwald
H-Index: 6
Jonas Peters
H-Index: 29
Invariant policy learning: A causal perspective
IEEE transactions on pattern analysis and machine intelligence
2023/1/3
Invariant ancestry search
2022/6/28
Jonas Peters
H-Index: 29
Distributional robustness of K-class estimators and the PULSE
The Econometrics Journal
2022/5
Martin Emil Jakobsen
H-Index: 4
Jonas Peters
H-Index: 29
Toward causal inference for spatio-temporal data: conflict and forest loss in colombia
Journal of the American Statistical Association
2022/4/3
Rune Christiansen
H-Index: 4
Matthias Baumann
H-Index: 25
Tobias Kuemmerle
H-Index: 67
Jonas Peters
H-Index: 29
Identifying causal effects using instrumental time series: Nuisance iv and correcting for the past
arXiv preprint arXiv:2203.06056
2022/3/11
Sebastian Weichwald
H-Index: 6
Jonas Peters
H-Index: 29
Causal models for dynamical systems
2022/2/28
Structure learning for directed trees
Journal of Machine Learning Research
2022
Jonas Peters
H-Index: 29
Conditional independence testing in Hilbert spaces with applications to functional data analysis
Journal of the Royal Statistical Society Series B: Statistical Methodology
2022/11
Jonas Peters
H-Index: 29
Identifiability of sparse causal effects using instrumental variables
2022/8/17
Niklas Pfister
H-Index: 7
Jonas Peters
H-Index: 29
Learning by doing: Controlling a dynamical system using causality, control, and reinforcement learning
2022/7/20
Sebastian Weichwald
H-Index: 6
Oliver Kroemer
H-Index: 23
Jonas Peters
H-Index: 29
Niklas Pfister
H-Index: 7
Co-Authors
