Approximate Inference Algorithms for Hybrid Bayesian Networks with Discrete Constraints
Vibhav GogateRina DechterPublished in: CoRR (2012)
Keyphrases
- approximate inference
- bayesian networks
- graphical models
- inference in bayesian networks
- markov blanket
- loopy belief propagation
- probabilistic inference
- belief propagation
- linear gaussian
- message passing
- free energy
- bayesian network inference
- exact inference
- structure learning
- learning algorithm
- markov networks
- conditional independence
- parameter estimation
- higher order
- optical flow
- generalized belief propagation