Federated Causal Discovery from Heterogeneous Data.
Longkang LiIgnavier NgGongxu LuoBiwei HuangGuangyi ChenTongliang LiuBin GuKun ZhangPublished in: ICLR (2024)
Keyphrases
- heterogeneous data
- causal discovery
- data sources
- causal models
- data integration
- causal relationships
- causal structure
- discovery process
- bayesian networks
- databases
- data management
- directed acyclic graph
- complex data
- metadata
- data warehouse
- conditional independence
- observational data
- structured data
- information sources
- knowledge discovery
- web data
- information retrieval
- data mining
- graphical models
- data sets