Parallel Exact Inference on Multicore Using MapReduce.
Nam MaYinglong XiaViktor K. PrasannaPublished in: SBAC-PAD (2012)
Keyphrases
- exact inference
- parallel programming
- graphical models
- approximate inference
- shared memory
- bayesian networks
- belief propagation
- parallel computing
- parallel processing
- message passing
- probabilistic inference
- belief networks
- inference in bayesian networks
- structured prediction
- conditional random fields
- dynamic bayesian networks
- graphics processing units
- latent variables
- variational methods
- approximation algorithms
- stereo matching
- graph cuts
- random variables
- parameter estimation
- probabilistic model
- lower bound