Expectation Propogation for approximate inference in dynamic Bayesian networks
Tom HeskesOnno ZoeterPublished in: CoRR (2013)
Keyphrases
- dynamic bayesian networks
- approximate inference
- graphical models
- belief propagation
- exact inference
- probabilistic inference
- parameter estimation
- gaussian process
- bayesian networks
- message passing
- latent variables
- conditional random fields
- probabilistic model
- energy function
- pairwise
- dynamic systems
- stereo matching
- markov networks
- random variables
- higher order
- expectation propagation