Fast Parallel Exact Inference on Bayesian Networks.
Jiantong JiangZeyi WenAtif Bin MansoorAjmal MianPublished in: PPoPP (2023)
Keyphrases
- exact inference
- bayesian networks
- inference in bayesian networks
- graphical models
- approximate inference
- probabilistic inference
- probabilistic graphical models
- belief networks
- dynamic bayesian networks
- belief propagation
- probabilistic model
- conditional probabilities
- structure learning
- structured prediction
- latent variables
- posterior probability
- probability distribution
- conditional independence
- conditional random fields
- junction tree
- hidden variables
- random variables
- incomplete data
- neural network
- variational methods
- dynamic programming
- weighted model counting