Lifted Generative Parameter Learning.
Guy Van den BroeckWannes MeertJesse DavisPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2013)
Keyphrases
- parameter learning
- generative model
- probabilistic inference
- graphical models
- structure learning
- discriminative classifiers
- bayesian networks
- conditional random fields
- approximate inference
- probabilistic model
- em algorithm
- bayesian network classifiers
- prior knowledge
- discriminative learning
- statistical learning
- expectation maximization
- maximum likelihood
- message passing
- hidden variables
- bayesian framework
- markov random field
- parameter estimation
- semi supervised
- topic models
- posterior probability
- model selection
- higher order
- training set