Improving the Mean-Field Approximation in Belief Networks Using Bahadur's Reparameterisation of the Multivariate Binary Distribution.
Keith HumphreysD. M. TitteringtonPublished in: Neural Process. Lett. (2000)
Keyphrases
- belief networks
- probability distribution
- exact inference
- graphical models
- probabilistic inference
- bayesian belief networks
- probabilistic reasoning
- stochastic simulation
- conditional probabilities
- random variables
- belief propagation
- bayesian networks
- graphical representation
- data sets
- multilayer perceptron
- stereo matching
- text classification
- high resolution
- artificial neural networks
- belief nets