Efficient inference in persistent Dynamic Bayesian Networks
Tomás SingliarDenver DashPublished in: CoRR (2012)
Keyphrases
- efficient inference
- dynamic bayesian networks
- exact inference
- approximate inference
- bayesian networks
- probabilistic inference
- graphical models
- message passing
- structure learning
- belief propagation
- gaussian process
- particle filtering
- parameter estimation
- structured prediction
- conditional random fields
- hidden variables
- state variables
- markov random field
- latent variables
- conditional independence
- computer vision
- three dimensional
- distributed systems