Approximate Reasoning about Generalized Conditional Independence with Complete Random Variables.
Sebastian LinkPublished in: SUM (2013)
Keyphrases
- conditional independence
- random variables
- graphical models
- probability distribution
- bayesian networks
- gaussian model
- directed acyclic graph
- stochastic optimization problems
- latent variables
- structure learning
- possibility theory
- normal distribution
- conditional probabilities
- joint distribution
- chain graphs
- distribution function
- independent and identically distributed
- random vectors
- probabilistic model
- axiomatic characterization
- joint probability distribution
- causal discovery
- causal models
- approximate inference
- probabilistic inference
- control strategy
- control system