A Submodular-supermodular Procedure with Applications to Discriminative Structure Learning.
Mukund NarasimhanJeff A. BilmesPublished in: UAI (2005)
Keyphrases
- structure learning
- bayesian network classifiers
- bayesian networks
- graphical models
- conditional independence
- parameter learning
- parameter estimation
- transfer learning
- markov logic networks
- network structure
- bayesian network structure learning
- probabilistic model
- markov networks
- sample size
- belief propagation
- semi supervised
- structure learning algorithm
- posterior probability
- data sets
- higher order
- clustering algorithm