Federated Causal Discovery from Heterogeneous Data.
Loka LiIgnavier NgGongxu LuoBiwei HuangGuangyi ChenTongliang LiuBin GuKun ZhangPublished in: CoRR (2024)
Keyphrases
- heterogeneous data
- causal discovery
- data sources
- causal models
- data integration
- causal relationships
- bayesian networks
- discovery process
- databases
- causal structure
- directed acyclic graph
- data management
- complex data
- metadata
- conditional independence
- structured data
- data warehouse
- observational data
- web data
- data model
- training set
- knowledge discovery
- decision problems
- training data
- case study
- data sets