FED-CD: Federated Causal Discovery from Interventional and Observational Data.
Amin AbyanehNino ScherrerPatrick SchwabStefan BauerBernhard SchölkopfArash MehrjouPublished in: CoRR (2022)
Keyphrases
- causal discovery
- observational data
- causal models
- causal relationships
- causal structure
- discovery process
- bayesian networks
- causal effects
- directed acyclic graph
- conditional independence
- markov blanket
- causal bayesian networks
- decision making
- experimental data
- data mining
- distributed systems
- knowledge discovery
- lower bound
- decision trees
- databases