Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks.
Jiantong JiangZeyi WenAtif Bin MansoorAjmal MianPublished in: IEEE Trans. Parallel Distributed Syst. (2024)
Keyphrases
- exact inference
- bayesian networks
- graphical models
- inference in bayesian networks
- approximate inference
- probabilistic inference
- probabilistic graphical models
- structured prediction
- latent variables
- junction tree
- dynamic bayesian networks
- belief networks
- belief propagation
- posterior probability
- probabilistic model
- conditional independence
- structure learning
- conditional random fields
- markov networks
- approximation algorithms
- random variables
- graph cuts
- incomplete data
- markov random field
- probability distribution
- learning algorithm
- image sequences
- prior knowledge
- dynamic programming
- variational methods
- neural network
- conditional probabilities