Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits.
Yu XiaFang KongTong YuLiya GuoRyan A. RossiSungchul KimShuai LiPublished in: WWW (2024)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- sample size
- variable selection
- selection criterion
- mixture model
- meta learning
- statistical learning
- generalization error
- machine learning
- online learning
- regression model
- feature selection
- gaussian process
- motion segmentation
- statistical inference
- error estimation
- support vector
- information criterion
- marginal likelihood
- model selection criteria
- parameter determination
- closed form
- leave one out cross validation