RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models
Jan NoessnerMathias NiepertHeiner StuckenschmidtPublished in: CoRR (2013)
Keyphrases
- map inference
- relational models
- graphical models
- probabilistic graphical models
- belief propagation
- probabilistic model
- relational model
- probabilistic inference
- approximate inference
- random variables
- bayesian networks
- statistical models
- image labeling
- relational data
- structure learning
- probabilistic reasoning
- conditional random fields
- semantic segmentation
- message passing
- markov networks
- markov random field
- relational databases
- markov logic networks
- spatial information