Marginal Causal Consistency in Constraint-based Causal Learning.
Anna RoumpelakiGiorgos BorboudakisSofia TriantafillouIoannis TsamardinosPublished in: CFA@UAI (2016)
Keyphrases
- learning algorithm
- causal structure
- learning process
- causal bayesian networks
- causal discovery
- learning systems
- learning tasks
- incremental learning
- active learning
- knowledge acquisition
- training set
- background knowledge
- learning problems
- learning scheme
- causal relationships
- reinforcement learning
- bayesian networks
- database