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