Efficient Latent Variable Graphical Model Selection via Split Bregman Method
Gui-Bo YeYuanfeng WangYifei ChenXiaohui XiePublished in: CoRR (2011)
Keyphrases
- model selection
- latent variables
- gaussian process
- cross validation
- parameter estimation
- sample size
- hyperparameters
- variable selection
- feature selection
- regression model
- model selection criteria
- marginal likelihood
- mixture model
- information criterion
- selection criterion
- machine learning
- prior knowledge
- posterior distribution
- hidden variables
- probabilistic model
- bayesian information criterion
- split bregman method
- random variables
- gaussian processes
- real valued
- information extraction
- statistical model