Philip Versteeg
Philip Versteeg
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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 31, 2018
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
Causal transfer learning
S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ...
arXiv preprint arXiv:1707.06422, 2017
Local constraint-based causal discovery under selection bias
P Versteeg, J Mooij, C Zhang
Conference on Causal Learning and Reasoning, 840-860, 2022
Boosting local causal discovery in high-dimensional expression data
P Versteeg, JM Mooij
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 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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