Discriminative Probabilistic Models for Relational Data.
Benjamin TaskarPieter AbbeelDaphne KollerPublished in: UAI (2002)
Keyphrases
- relational data
- probabilistic model
- relational databases
- graphical models
- generative model
- relational learning
- relational models
- structured data
- conditional random fields
- xml documents
- bayesian inference
- relational classification
- latent variables
- relational clustering
- bayesian networks
- xml data
- data objects
- conditional probabilities
- expectation maximization
- hidden variables
- feature extraction
- discriminative learning
- multi type
- semi supervised
- belief propagation
- statistical relational learning
- database
- databases