Fast distributed MAP inference for large-scale graphical models.
Cláudia SoaresJoão GomesPublished in: EUROCON (2019)
Keyphrases
- map inference
- graphical models
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- approximate inference
- probabilistic graphical models
- markov networks
- image labeling
- markov random field
- bayesian networks
- conditional random fields
- structure learning
- belief networks
- distributed systems
- graph structure
- search algorithm
- message passing
- maximum likelihood