Parallel Exact Inference on a CPU-GPGPU Heterogenous System.
Hyeran JeonYinglong XiaViktor K. PrasannaPublished in: ICPP (2010)
Keyphrases
- exact inference
- graphics processing units
- graphical models
- approximate inference
- bayesian networks
- inference in bayesian networks
- belief networks
- compute unified device architecture
- probabilistic inference
- belief propagation
- parallel processing
- approximation algorithms
- latent variables
- dynamic bayesian networks
- structured prediction
- parallel implementation
- shared memory
- parallel computing
- conditional random fields
- variational methods
- random variables
- probabilistic model
- message passing
- neural network