RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models.
Jan NoessnerMathias NiepertHeiner StuckenschmidtPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2013)
Keyphrases
- map inference
- relational models
- graphical models
- probabilistic graphical models
- belief propagation
- random variables
- probabilistic model
- conditional random fields
- probabilistic inference
- bayesian networks
- approximate inference
- image labeling
- relational data
- relational model
- statistical models
- structure learning
- markov networks
- semantic segmentation
- belief networks
- markov random field
- message passing
- distributed systems
- search space