Exploiting Logical Structure in Lifted Probabilistic Inference.
Vibhav GogatePedro M. DomingosPublished in: Statistical Relational Artificial Intelligence (2010)
Keyphrases
- probabilistic inference
- logical structure
- logical inference
- graphical models
- structural information
- bayesian networks
- message passing
- conditional probabilities
- approximate inference
- weighted model counting
- belief networks
- exact inference
- semantic relationships
- metadata
- belief propagation
- databases
- random variables
- information extraction
- classification accuracy
- probabilistic model
- video sequences