Inference using conditional probabilities despite prior ignorance.
Paul SnowPublished in: IEEE Trans. Syst. Man Cybern. Part A (1996)
Keyphrases
- conditional probabilities
- bayesian model
- probabilistic inference
- belief networks
- bayesian networks
- prior probabilities
- probabilistic model
- probability distribution
- prior distribution
- bayesian inference
- bayesian belief networks
- random variables
- posterior probability
- network parameters
- joint distribution
- dirichlet process
- markov networks
- class labels
- prior knowledge
- independence assumption
- prior information
- main idea consists
- belief nets
- probability measures
- approximate inference