A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC.
Hoifung PoonPedro M. DomingosMarc SumnerPublished in: AAAI (2008)
Keyphrases
- preprocessing
- high accuracy
- objective function
- pairwise
- energy function
- significant improvement
- computational cost
- particle filtering
- segmentation method
- special case
- cost function
- markov chain monte carlo
- genetic algorithm
- clustering method
- em algorithm
- probabilistic model
- dynamic programming
- prior knowledge
- relational databases
- similarity measure
- feature selection