Semigraphoids Are Two-Antecedental Approximations of Stochastic Conditional Independence Models
Milan StudenýPublished in: CoRR (2013)
Keyphrases
- neural network
- conditional independence
- bayesian networks
- gaussian model
- graphical models
- model selection
- probabilistic model
- bayes nets
- directed acyclic graph
- causal models
- probability distribution
- causal independence
- structure and parameter learning
- random variables
- markov models
- structure learning
- bayesian network structure
- chain graphs