Scalable Model Selection for Large-Scale Factorial Relational Models.
Chunchen LiuLu FengRyohei FujimakiYusuke MuraokaPublished in: ICML (2015)
Keyphrases
- model selection
- relational models
- cross validation
- relational model
- relational data
- parameter estimation
- regression model
- statistical learning
- mixture model
- sample size
- machine learning
- relational databases
- graphical models
- model selection criteria
- feature selection
- learning algorithm
- bayesian networks
- hyperparameters
- generalization error
- gaussian process
- efficient learning
- probabilistic graphical models
- statistical models
- database technology
- information extraction
- image sequences
- relational learning