Universal and Automatic Elbow Detection for Learning the Effective Number of Components in Model Selection Problems.
Eduardo MorgadoLuca MartinoRoberto San Millán-CastilloPublished in: CoRR (2023)
Keyphrases
- model selection
- statistical learning
- bayesian learning
- cross validation
- meta learning
- learning machines
- hyperparameters
- unsupervised learning
- bayesian methods
- parameter estimation
- learning tasks
- mixture model
- supervised learning
- prior knowledge
- statistical inference
- machine learning
- covariate shift
- sample size
- generalization error
- learning problems
- bayesian networks
- learning algorithm