DARING: Differentiable Causal Discovery with Residual Independence.
Yue HePeng CuiZheyan ShenRenzhe XuFurui LiuYong JiangPublished in: KDD (2021)
Keyphrases
- causal discovery
- conditional independence
- causal models
- statistical independence
- causal relationships
- bayesian networks
- causal structure
- directed acyclic graph
- discovery process
- markov blanket
- structure learning
- random variables
- graphical models
- objective function
- probability distribution
- observational data
- data sets
- learning algorithm