Joint Continuous and Discrete Model Selection via Submodularity.
Jonathan BuntonPaulo TabuadaPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- continuous variables
- sample size
- feature selection
- bayesian learning
- mixture model
- regression model
- statistical learning
- variable selection
- motion segmentation
- selection criterion
- error estimation
- machine learning
- meta learning
- marginal likelihood
- model selection criteria
- information criterion
- automatic model selection
- generalization error
- gaussian process
- decision trees
- bayesian information criterion
- generalization bounds
- support vector
- bayesian methods
- probabilistic model
- support vector machine