Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders.
Patrick ForréJoris M. MooijPublished in: UAI (2018)
Keyphrases
- causal discovery
- causal models
- observational data
- structural model
- causal structure
- causal relationships
- causal inference
- conditional independence
- causal relations
- causal effects
- directed acyclic graph
- markov blanket
- causal reasoning
- latent variables
- discovery process
- structural equation models
- causal graph
- bayesian networks
- tractable cases
- databases
- semi supervised
- probability distribution
- feature selection