Cost-Effective Online Contextual Model Selection.
Xuefeng LiuFangfang XiaRick L. StevensYuxin ChenPublished in: CoRR (2022)
Keyphrases
- cost effective
- model selection
- cross validation
- hyperparameters
- cost effectiveness
- low cost
- parameter estimation
- bayesian learning
- regression model
- sample size
- statistical learning
- environmentally friendly
- model selection criteria
- variable selection
- statistical inference
- machine learning
- selection criterion
- meta learning
- mixture model
- generalization error
- feature selection
- generalization bounds
- error estimation
- leave one out cross validation
- marginal likelihood
- parameter determination
- gaussian process
- bayesian information criterion
- information criterion
- motion segmentation
- real time
- active learning
- decision trees
- graphical models
- random sampling