Formal Reasoning about Expectation Properties for Continuous Random Variables.
Osman HasanNaeem AbbasiBehzad AkbarpourSofiène TaharReza AkbarpourPublished in: FM (2009)
Keyphrases
- random variables
- probability distribution
- graphical models
- stochastic optimization problems
- continuous variables
- bayesian networks
- conditional independence
- joint distribution
- distribution function
- normal distribution
- probability density
- conditional probabilities
- latent variables
- directed acyclic graph
- additive noise
- stochastic processes
- conditional distributions
- random vectors
- multiscale
- probabilistic inference
- maximum likelihood
- conditionally independent