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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
1512018
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
1252017
Joint causal inference from multiple contexts
JM Mooij, S Magliacane, T Claassen
The Journal of Machine Learning Research 21 (1), 3919-4026, 2020
1212020
Learning sparse causal models is not NP-hard
T Claassen, J Mooij, T Heskes
arXiv preprint arXiv:1309.6824, 2013
1062013
A Bayesian approach to constraint based causal inference
T Claassen, T Heskes
arXiv preprint arXiv:1210.4866, 2012
1032012
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
672020
Ancestral causal inference
S Magliacane, T Claassen, JM Mooij
Advances in Neural Information Processing Systems 29, 2016
552016
Causal discovery in multiple models from different experiments
T Claassen, T Heskes
Advances in Neural Information Processing Systems 23, 2010
442010
A logical characterization of constraint-based causal discovery
T Claassen, T Heskes
arXiv preprint arXiv:1202.3711, 2012
412012
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
282018
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
242020
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
232016
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
222014
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
212015
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
152020
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
152020
Joint causal inference on observational and experimental datasets
S Magliacane, T Claassen, JM Mooij
arXiv preprint arXiv:1611.10351, 2016
152016
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
142020
Causal transfer learning
S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ...
arXiv preprint arXiv:1707.06422, 2017
102017
Handling hybrid and missing data in constraint-based causal discovery to study the etiology of ADHD
E Sokolova, D von Rhein, J Naaijen, P Groot, T Claassen, J Buitelaar, ...
International journal of data science and analytics 3, 105-119, 2017
102017
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