An Edge Exclusion Test for Complex Gaussian Graphical Model Selection.
Jitendra K. TugnaitPublished in: SSP (2018)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- sample size
- mixture model
- regression model
- motion segmentation
- model selection criteria
- statistical learning
- error estimation
- statistical inference
- selection criterion
- information criterion
- generalization error
- generalization bounds
- machine learning
- edge detection
- feature selection
- meta learning
- variable selection
- leave one out cross validation
- real world
- gaussian process
- edge detector
- maximum likelihood
- mutual information
- bayesian information criterion
- marginal likelihood
- hypothesis tests
- automatic model selection