Castor: Causal Temporal Regime Structure Learning.
Abdellah RahmaniPascal FrossardPublished in: CoRR (2023)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- bayesian network classifiers
- conditional independence
- parameter learning
- parameter estimation
- bayesian network structure learning
- markov logic networks
- transfer learning
- causal relationships
- probability distribution
- causal models
- conditional independence tests
- posterior probability
- probabilistic model
- structure learning algorithm
- belief propagation
- random variables
- maximum likelihood
- knn
- causal discovery
- learning process
- machine learning