Federated Bayesian Network Ensembles.
Florian Van DaalenLianne IppelAndre DekkerIñigo BermejoPublished in: CoRR (2024)
Keyphrases
- bayesian networks
- learning bayesian networks
- structural learning
- inference in bayesian networks
- ensemble learning
- probabilistic inference
- graphical models
- conditional probabilities
- structure learning
- conditional independence
- digital libraries
- random variables
- expert knowledge
- incomplete data
- data sources
- decision trees
- ensemble methods
- ensemble selection
- imbalanced data
- bayesian network inference
- structure learning algorithm
- bayesian network structure
- neural network ensemble
- approximate inference
- bayesian network learning
- word sense induction
- diagnostic reasoning
- random forests
- probability distribution
- probabilistic model
- training data
- bayesian network classifiers
- probabilistic networks
- parameter learning
- base classifiers
- distributed systems