BEEM : Bucket Elimination with External Memory.
Kalev KaskRina DechterAndrew GelfandPublished in: UAI (2010)
Keyphrases
- external memory
- bucket elimination
- unified manner
- probabilistic inference
- reasoning tasks
- main memory
- memory space
- tree decomposition
- memory efficient
- data structure
- branch and bound
- tested on real images
- block size
- graphical models
- range queries
- random access
- bayesian networks
- algorithms require
- logic programming
- belief networks
- message passing
- description logics
- conditional probabilities
- automated reasoning
- xpath queries
- index structure
- neural network
- situation calculus
- answer set programming
- optimal solution
- search algorithm
- database management systems
- face recognition
- lower bound
- image retrieval
- memory requirements
- quadtree
- constraint networks