Green AI in Action: Strategic Model Selection for Ensembles in Production.
Nienke NijkampJune SallouNiels van der HeijdenLuís CruzPublished in: AIware (2024)
Keyphrases
- model selection
- machine learning
- cross validation
- hyperparameters
- learning machines
- bayesian learning
- sample size
- parameter estimation
- error estimation
- statistical learning
- regression model
- feature selection
- statistical inference
- mixture model
- gaussian process
- meta learning
- motion segmentation
- variable selection
- selection criterion
- bayesian methods
- information criterion
- generalization error
- ensemble learning
- ensemble methods
- decision trees
- bayesian information criterion
- parameter determination
- mutual information
- support vector