A Tractable Pseudo-Likelihood Function for Bayes Nets Applied to Relational Data.
Oliver SchultePublished in: SDM (2011)
Keyphrases
- relational data
- likelihood function
- bayes nets
- structured data
- relational databases
- maximum likelihood
- xml documents
- relational learning
- particle filter
- databases
- probabilistic inference
- xml data
- em algorithm
- parameter space
- belief propagation
- posterior probability
- gaussian process
- bayesian networks
- statistical relational learning
- data sets