Joint Continuous and Discrete Model Selection via Submodularity.
Jonathan BuntonPaulo TabuadaPublished in: CoRR (2021)
Keyphrases
- model selection
- cross validation
- hyperparameters
- continuous variables
- parameter estimation
- regression model
- sample size
- machine learning
- statistical learning
- mixture model
- meta learning
- statistical inference
- generalization error
- bayesian learning
- selection criterion
- motion segmentation
- gaussian process
- generalization bounds
- error estimation
- model selection criteria
- automatic model selection
- leave one out cross validation
- variable selection
- feature selection
- marginal likelihood
- parameter determination