ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions.
ZhalamaJiji ZhangFrederick EberhardtWolfgang MayerMark Junjie LiPublished in: CoRR (2019)
Keyphrases
- causal models
- causal discovery
- observational data
- linear non gaussian
- causal relationships
- causal structure
- directed acyclic graph
- discovery process
- conditional independence
- causal inference
- causal relations
- structural equation models
- answer set programming
- structural model
- causal graph
- web applications
- knowledge discovery
- causal reasoning
- experimental data
- tractable cases
- latent variables
- causal effects