Parallel exact inference on the Cell Broadband Engine processor.
Yinglong XiaViktor K. PrasannaPublished in: J. Parallel Distributed Comput. (2010)
Keyphrases
- exact inference
- graphical models
- approximate inference
- parallel processing
- probabilistic inference
- bayesian networks
- belief networks
- belief propagation
- inference in bayesian networks
- structured prediction
- conditional random fields
- approximation algorithms
- dynamic bayesian networks
- latent variables
- neural network
- probabilistic model
- message passing
- markov random field
- random variables
- hidden markov models
- computational complexity
- variational methods