Discriminative Probabilistic Models for Relational Data
Ben TaskarPieter AbbeelDaphne KollerPublished in: CoRR (2013)
Keyphrases
- relational data
- probabilistic model
- relational databases
- relational learning
- graphical models
- relational models
- latent variables
- generative model
- conditional random fields
- bayesian inference
- structured data
- xml documents
- data objects
- xml data
- hidden variables
- multi type
- relational classification
- semi supervised
- bayesian networks
- feature extraction
- expectation maximization
- discriminative learning
- statistical relational learning
- collective classification
- relational clustering
- databases
- stored in relational databases
- max margin
- feature selection
- conditional probabilities
- relational domains
- prediction accuracy
- text classification
- data model