Statistical Relational Structure Learning with Scaled Weight Parameters.
Felix WeitkämperDmitriy RavdinRamona FabryPublished in: ILP (2023)
Keyphrases
- structure learning
- markov logic networks
- parameter learning
- parameter estimation
- statistical relational
- graphical models
- bayesian networks
- conditional independence
- maximum likelihood estimation
- transfer learning
- maximum likelihood
- em algorithm
- least squares
- markov networks
- markov random field
- belief propagation
- probabilistic model
- approximate inference
- training set
- feature selection