Leveraging cluster backbones for improving MAP inference in statistical relational models.
Mohamed Hamza IbrahimChristopher J. PalGilles PesantPublished in: Ann. Math. Artif. Intell. (2020)
Keyphrases
- map inference
- relational models
- graphical models
- belief propagation
- probabilistic graphical models
- relational data
- probabilistic inference
- probabilistic model
- statistical models
- image labeling
- approximate inference
- markov random field
- random variables
- relational model
- bayesian networks
- structure learning
- conditional random fields
- markov networks
- relational databases
- database systems
- learning algorithm
- probabilistic reasoning
- semantic segmentation
- distributed systems
- optimal solution