Philip Versteeg
Philip Versteeg
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Methods for causal inference from gene perturbation experiments and validation
N Meinshausen, A Hauser, JM Mooij, J Peters, P Versteeg, P Bühlmann
Proceedings of the National Academy of Sciences 113 (27), 7361-7368, 2016
Domain adaptation by using causal inference to predict invariant conditional distributions
S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ...
Advances in Neural Information Processing Systems, 10846-10856, 2018
Beyond structural causal models: Causal constraints models
T Blom, S Bongers, JM Mooij, P Forr, JM Mooij, S Magliacane, ...
Proceedings of the 35th Annual Conference on {U} ncertainty in {A} rtificial …, 2018
Boosting Local Causal Discovery in High-Dimensional Expression Data
P Versteeg, JM Mooij
arXiv preprint arXiv:1910.02505, 2019
Validation of gene knock-out predictions in large-scale gene perturbation experiments
P Versteeg, S Mukherjee, JM Mooij
Supplementary material for “Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions”
S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ...
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