Symbolic probabilistic inference with both discrete and continuous variables.
Kuo-Chu ChangRobert M. FungPublished in: IEEE Trans. Syst. Man Cybern. (1995)
Keyphrases
- probabilistic inference
- continuous variables
- bayesian networks
- discrete variables
- graphical models
- exact inference
- structure learning
- random variables
- conditional probabilities
- dynamic systems
- approximate inference
- influence diagrams
- belief networks
- hidden variables
- probabilistic model
- message passing
- conditional independence
- markov networks
- probability distribution
- latent variables
- reinforcement learning
- incomplete data
- convex hull
- belief propagation
- complex systems
- joint distribution
- generative model
- machine learning