LOVM: Language-Only Vision Model Selection.
Orr ZoharShih-Cheng HuangKuan-Chieh WangSerena YeungPublished in: CoRR (2023)
Keyphrases
- model selection
- cross validation
- parameter estimation
- regression model
- hyperparameters
- mixture model
- statistical inference
- statistical learning
- variable selection
- model selection criteria
- machine learning
- bayesian learning
- meta learning
- selection criterion
- sample size
- motion segmentation
- feature selection
- automatic model selection
- generalization bounds
- generalization error
- gaussian process
- learning algorithm
- bayesian information criterion
- information criterion
- marginal likelihood
- real world
- bayesian model selection
- statistical model
- gaussian mixture model
- feature space
- incremental learning
- leave one out cross validation