Effect of Geometric Complexity on Intuitive Model Selection.
Eugenio PiasiniVijay BalasubramanianJoshua I. GoldPublished in: LOD (2021)
Keyphrases
- model selection
- cross validation
- bayesian learning
- hyperparameters
- sample size
- parameter estimation
- regression model
- meta learning
- statistical learning
- statistical inference
- information criterion
- selection criterion
- error estimation
- generalization error
- gaussian process
- model selection criteria
- machine learning
- feature selection
- variable selection
- motion segmentation
- parameter determination
- mixture model
- marginal likelihood
- worst case
- lower bound
- similarity measure
- bayesian information criterion
- leave one out cross validation
- learning algorithm
- real world
- automatic model selection