CCBNet: Confidential Collaborative Bayesian Networks Inference.
Abele MalanJérémie DecouchantThiago GuzellaLydia Y. ChenPublished in: CoRR (2024)
Keyphrases
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- probabilistic reasoning
- multiply sectioned bayesian networks
- bayesian network inference
- conditional independence
- parameter learning
- dynamic bayesian networks
- structure learning
- probabilistic model
- exact inference
- collaborative learning
- original data
- learning bayesian networks
- probability distribution
- random variables
- inference control
- probabilistic modeling
- evidential reasoning
- conditional probabilities
- numerical data
- clique tree
- approximate inference
- variable elimination
- junction tree
- hidden variables
- expert knowledge
- graphical models
- multi user
- knowledge sharing
- incomplete data
- computer supported collaborative learning
- statistical databases
- bayesian network classifiers
- categorical data
- credal networks
- knowledge base