An Efficient Approach for Accelerating Bucket Elimination on GPUs.
Filippo BistaffaNicola BombieriAlessandro FarinelliPublished in: IEEE Trans. Cybern. (2017)
Keyphrases
- bucket elimination
- probabilistic inference
- reasoning tasks
- tree decomposition
- branch and bound
- parallel processing
- graphical models
- general purpose
- logic programming
- bayesian networks
- description logics
- message passing
- automated reasoning
- graphics processing units
- conditional probabilities
- decomposition method
- upper bound
- belief networks
- mini bucket
- search algorithm
- temporal reasoning
- answer set programming