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