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Tineke Blom
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Beyond structural causal models: Causal constraints models
T Blom, S Bongers, JM Mooij
Proceedings of the 35th Annual Conference on Uncertainty in Artificial …, 2019
44*2019
Causal modeling of dynamical systems
S Bongers, T Blom, JM Mooij
arXiv preprint arXiv:1803.08784, 2018
272018
Conditional independences and causal relations implied by sets of equations
T Blom, MM Van Diepen, JM Mooij
Journal of Machine Learning Research 22 (178), 1-62, 2021
112021
An upper bound for random measurement error in causal discovery
T Blom, A Klimovskaia, S Magliacane, JM Mooij
arXiv preprint arXiv:1810.07973, 2018
102018
Causality and independence in perfectly adapted dynamical systems
T Blom, JM Mooij
Journal of Causal Inference 11 (1), 20210005, 2023
62023
Top down stress testing: an application of adaptive lasso to forecasting credit loss rates
T Blom
62015
Robustness of model predictions under extension
T Blom, JM Mooij
Uncertainty in Artificial Intelligence, 213-222, 2022
22022
Causality and independence in perfectly adapted dynamical systems
JM Mooij, T Blom
2023
Causality and independence in systems of equations
T Blom
Tineke Blom, 2021
2021
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