Saturated Conditional Independence with Fixed and Undetermined Sets of Incomplete Random Variables.
Henning KöhlerSebastian LinkPublished in: UAI (2014)
Keyphrases
- random variables
- conditional independence
- graphical models
- probability distribution
- bayesian networks
- structure learning
- gaussian model
- joint distribution
- chain graphs
- normal distribution
- latent variables
- stochastic optimization problems
- directed acyclic graph
- axiomatic characterization
- distribution function
- markov property
- independent and identically distributed
- marginal distributions
- random vectors
- markov blanket
- control system
- message passing
- missing values
- missing data
- possibility theory
- approximate inference
- conditionally independent
- identically distributed
- conditional probabilities
- belief propagation
- conditional independence tests