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Tom Claassen
Tom Claassen
Verified email at cs.ru.nl
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Year
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
2322018
Joint causal inference from multiple contexts
JM Mooij, S Magliacane, T Claassen
Journal of machine learning research 21 (99), 1-108, 2020
2182020
A causal and mediation analysis of the comorbidity between attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD)
E Sokolova, AM Oerlemans, NN Rommelse, P Groot, CA Hartman, ...
Journal of autism and developmental disorders 47, 1595-1604, 2017
1652017
Causal shapley values: Exploiting causal knowledge to explain individual predictions of complex models
T Heskes, E Sijben, IG Bucur, T Claassen
Advances in neural information processing systems 33, 4778-4789, 2020
1612020
Learning sparse causal models is not NP-hard
T Claassen, J Mooij, T Heskes
arXiv preprint arXiv:1309.6824, 2013
1412013
A Bayesian approach to constraint based causal inference
T Claassen, T Heskes
arXiv preprint arXiv:1210.4866, 2012
1152012
Ancestral causal inference
S Magliacane, T Claassen, JM Mooij
Advances in Neural Information Processing Systems 29, 2016
652016
Constraint-based causal discovery using partial ancestral graphs in the presence of cycles
JM Mooij, T Claassen
Conference on Uncertainty in Artificial Intelligence, 1159-1168, 2020
452020
Causal discovery in multiple models from different experiments
T Claassen, T Heskes
Advances in Neural Information Processing Systems 23, 2010
452010
A logical characterization of constraint-based causal discovery
T Claassen, T Heskes
arXiv preprint arXiv:1202.3711, 2012
442012
Dimensions of psychopathy in relation to proactive and reactive aggression: Does intelligence matter?
T Jambroes, LMC Jansen, PM vd Ven, T Claassen, JC Glennon, ...
Personality and Individual Differences 129, 76-82, 2018
402018
Statistical evidence suggests that inattention drives hyperactivity/impulsivity in attention deficit-hyperactivity disorder
E Sokolova, P Groot, T Claassen, KJ van Hulzen, JC Glennon, B Franke, ...
PLoS one 11 (10), e0165120, 2016
272016
Causal discovery from databases with discrete and continuous variables
E Sokolova, P Groot, T Claassen, T Heskes
Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht …, 2014
262014
Causal discovery in an adult ADHD data set suggests indirect link between DAT1 genetic variants and striatal brain activation during reward processing
E Sokolova, M Hoogman, P Groot, T Claassen, AA Vasquez, JK Buitelaar, ...
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics 168 …, 2015
252015
Role of conduct problems in the relation between Attention-Deficit Hyperactivity disorder, substance use, and gaming
GH Schoenmacker, AP Groenman, E Sokolova, J Oosterlaan, ...
European Neuropsychopharmacology 30, 102-113, 2020
212020
Disentangling drivers of spatial autocorrelation in species distribution models
KP Mielke, T Claassen, M Busana, T Heskes, MAJ Huijbregts, K Koffijberg, ...
Ecography 43 (12), 1741-1751, 2020
202020
Inferring the direction of a causal link and estimating its effect via a Bayesian Mendelian randomization approach
IG Bucur, T Claassen, T Heskes
Statistical Methods in Medical Research 29 (4), 1081-1111, 2020
202020
Greedy equivalence search in the presence of latent confounders
T Claassen, IG Bucur
Uncertainty in Artificial Intelligence, 443-452, 2022
142022
Joint causal inference on observational and experimental datasets
S Magliacane, T Claassen, JM Mooij
arXiv preprint arXiv:1611.10351, 2016
142016
Causal transfer learning
S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ...
arXiv preprint arXiv:1707.06422, 2017
132017
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