Lifted MAP Inference for Markov Logic Networks.
Somdeb SarkhelDeepak VenugopalParag SinglaVibhav GogatePublished in: AISTATS (2014)
Keyphrases
- map inference
- graphical models
- markov logic networks
- structure learning
- probabilistic inference
- probabilistic graphical models
- markov networks
- belief propagation
- probabilistic model
- approximate inference
- markov logic
- bayesian networks
- probabilistic reasoning
- random variables
- conditional random fields
- exact inference
- belief networks
- conditional independence
- message passing
- support vector machine
- parameter learning
- conditional probabilities
- first order logic