Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery.
Daniel WaxmanKurt ButlerPetar M. DjuricPublished in: CoRR (2024)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- bayesian networks
- causal structure
- conditional independence
- objective function
- directed acyclic graph
- gaussian process
- observational data
- markov blanket
- distributed computing environment
- decision making
- state space
- structural equation models
- causal ordering