Approximate Inference Algorithms for Hybrid Bayesian Networks with Discrete Constraints.
Vibhav GogateRina DechterPublished in: UAI (2005)
Keyphrases
- approximate inference
- bayesian networks
- graphical models
- markov blanket
- loopy belief propagation
- exact inference
- inference in bayesian networks
- linear gaussian
- bayesian network inference
- probabilistic inference
- belief propagation
- continuous variables
- parameter estimation
- dynamic bayesian networks
- multi view
- image segmentation
- learning algorithm