Few Paths, Fewer Words: Model Selection With Automatic Structure Functions.
Bjørn Kjos-HanssenPublished in: Exp. Math. (2019)
Keyphrases
- model selection
- cross validation
- parameter estimation
- hyperparameters
- regression model
- bayesian learning
- sample size
- machine learning
- mixture model
- error estimation
- motion segmentation
- statistical inference
- variable selection
- selection criterion
- generalization error
- automatic model selection
- statistical learning
- gaussian process
- parameter determination
- leave one out cross validation
- model selection criteria
- intelligent data mining
- data sets
- information criterion
- marginal likelihood