Computing marginal probabilities in causal multiway trees given incomplete information.
Gerald R. GarsidePaul C. RhodesPublished in: Knowl. Based Syst. (1996)
Keyphrases
- incomplete information
- marginal probabilities
- graphical models
- upper and lower bounds
- loopy belief propagation
- probabilistic inference
- belief propagation
- conditional probabilities
- bayesian networks
- partial information
- probability distribution
- variational methods
- missing information
- random variables
- query answering
- partition function
- autonomous agents
- marginal distributions
- upper bound
- cooperative
- joint distribution
- first order logic
- learning algorithm
- stereo matching
- exact inference
- markov random field
- lower bound
- machine learning