206 citations
- Vrije Universiteit AmsterdamNL15 papers
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- University of AmsterdamNL10 papers
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- Centro de Investigación Biomédica en Red de Salud MentalES4 papers
- Delft University of TechnologyNL4 papers
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Showing cs.LGShow all
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cs.LG2025★ 1 cited
Diagrams-to-Dynamics (D2D): Exploring Causal Loop Diagram Leverage Points under Uncertainty
Jeroen F. Uleman, Loes Crielaard, Leonie K. Elsenburg +4
Background: Causal loop diagrams (CLDs) are widely used in health and environmental research to represent hypothesized causal structures underlying complex problems. However, as qu…
cs.LG2016★ 16 cited
Ancestral Causal Inference
Sara Magliacane, Tom Claassen, Joris M. Mooij
Constraint-based causal discovery from limited data is a notoriously difficult challenge due to the many borderline independence test decisions. Several approaches to improve the r…