Best of Both Worlds Model Selection.
Aldo PacchianoChristoph DannClaudio GentilePublished in: NeurIPS (2022)
Keyphrases
- model selection
- cross validation
- hyperparameters
- sample size
- bayesian learning
- parameter estimation
- regression model
- statistical learning
- statistical inference
- selection criterion
- error estimation
- motion segmentation
- variable selection
- machine learning
- mixture model
- marginal likelihood
- data mining
- information criterion
- meta learning
- generalization error
- feature selection
- leave one out cross validation
- likelihood function
- prior knowledge
- real world
- parameter determination
- automatic model selection