A Bandit Approach with Evolutionary Operators for Model Selection.
Margaux BrégèreJulie KeislerPublished in: CoRR (2024)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- regression model
- sample size
- statistical learning
- bayesian learning
- genetic algorithm
- motion segmentation
- feature selection
- mixture model
- variable selection
- information criterion
- generalization error
- machine learning
- selection criterion
- automatic model selection
- bayesian information criterion
- error estimation
- generalization bounds
- meta learning
- random sampling
- statistical inference
- gaussian process
- leave one out cross validation
- marginal likelihood
- model selection criteria
- parameter determination
- feature space
- upper bound