A new nonparametric measure of conditional independence.
Sohan SethIl ParkJosé C. PríncipePublished in: ICASSP (2009)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- learning bayesian networks
- causal models
- directed acyclic graph
- structure learning
- possibility theory
- gaussian model
- structure and parameter learning
- axiomatic characterization
- bayesian network structure
- similarity measure
- probability theory
- probabilistic model
- causal independence
- neural network