BEEM : Bucket Elimination with External Memory
Kalev KaskRina DechterAndrew GelfandPublished in: CoRR (2012)
Keyphrases
- external memory
- bucket elimination
- unified manner
- probabilistic inference
- reasoning tasks
- memory efficient
- memory space
- tree decomposition
- main memory
- data structure
- tested on real images
- branch and bound
- graphical models
- bayesian networks
- range queries
- block size
- logic programming
- conditional probabilities
- description logics
- temporal reasoning
- situation calculus
- answer set programming
- automated reasoning
- constraint networks
- belief networks
- message passing
- random access
- epipolar geometry
- search algorithm
- lower bound
- multi dimensional
- optimal solution
- training set
- search space
- algorithms require
- data model
- knn
- xpath queries
- graph theory