51 citations
- Maastricht University Medical CentreNL7 papers
- Maastricht UniversityNL5 papers
- Centraal Bureau voor de StatistiekNL3 papers
- Tilburg UniversityNL2 papers
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- Chinese University of Hong KongHK1 paper
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- Erasmus MC Cancer InstituteNL1 paper
- European Theoretical Spectroscopy FacilityBE1 paper
- Fudan UniversityCN1 paper
- GlaxoSmithKline (China)CN1 paper
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Showing cs.LGShow all
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cs.LG2024
Federated Bayesian Network Ensembles
Florian van Daalen, Lianne Ippel, Andre Dekker +1
Federated learning allows us to run machine learning algorithms on decentralized data when data sharing is not permitted due to privacy concerns. Ensemble-based learning works by t…
cs.LG2022★ 5 cited
VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values
Florian van Daalen, Lianne Ippel, Andre Dekker +1
Federated learning makes it possible to train a machine learning model on decentralized data. Bayesian networks are probabilistic graphical models that have been widely used in art…