Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis.
Ronan PerryJulius von KügelgenBernhard SchölkopfPublished in: CoRR (2022)
Keyphrases
- causal discovery
- heterogeneous environments
- causal models
- causal relationships
- discovery process
- causal structure
- directed acyclic graph
- conditional independence
- highly distributed
- web services
- bayesian networks
- computing platform
- knowledge discovery
- high dimensional
- markov blanket
- observational data
- computational complexity