Regret-based Federated Causal Discovery.
Osman MianDavid KaltenpothMichael KampPublished in: CD@KDD (2022)
Keyphrases
- causal discovery
- causal models
- causal relationships
- bayesian networks
- causal structure
- online learning
- confidence bounds
- directed acyclic graph
- discovery process
- lower bound
- worst case
- markov blanket
- distributed systems
- upper bound
- conditional independence
- regret bounds
- observational data
- data mining
- real world
- state space
- causal relations