Towards Practical Federated Causal Structure Learning.
Zhaoyu WangPingchuan MaShuai WangPublished in: ECML/PKDD (2) (2023)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- parameter learning
- bayesian network structure learning
- conditional independence
- markov logic networks
- transfer learning
- probability distribution
- structure learning algorithm
- bayesian network classifiers
- sample size
- parameter estimation
- posterior probability
- probabilistic reasoning
- conditional independence tests
- causal models
- causal relationships
- decision trees
- conditional probabilities
- text mining
- training data