Adaptive Multi-Source Causal Inference from Observational Data.
Thanh Vinh VoPengfei WeiTrong Nghia HoangTze-Yun LeongPublished in: CIKM (2022)
Keyphrases
- causal inference
- observational data
- multi source
- experimental data
- directed acyclic graph
- causal models
- data fusion
- causal discovery
- information fusion
- causal relationships
- data integration
- latent variables
- sample size
- additive noise
- multiple sources
- data sources
- rare events
- learning algorithm
- community detection
- nonmonotonic reasoning
- abductive reasoning
- random variables
- machine learning
- model selection
- semi supervised
- discrete data
- social networks