Scaling Inference for Markov Logic via Dual Decomposition.
Feng NiuCe ZhangChristopher RéJude W. ShavlikPublished in: ICDM (2012)
Keyphrases
- markov logic
- dual decomposition
- entity resolution
- web scale
- integrating multiple
- coreference resolution
- inductive logic programming
- probabilistic graphical models
- first order logic
- markov networks
- markov logic networks
- statistical relational learning
- inference engine
- graphical models
- text understanding
- relational learning
- lagrangian relaxation
- latent variables
- inference problems
- logic programming