Extending Hilbert-Schmidt Independence Criterion for Testing Conditional Independence.
Bingyuan ZhangJoe SuzukiPublished in: Entropy (2023)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- probability distribution
- graphical models
- hilbert schmidt independence criterion
- learning bayesian networks
- causal models
- structure learning
- directed acyclic graph
- causal discovery
- axiomatic characterization
- statistical independence
- conditional independencies
- feature selection
- feature space
- chain graphs
- possibility theory
- support vector machine
- probabilistic model