Learning Coefficient of Vandermonde Matrix-Type Singularities in Model Selection.
Miki AoyagiPublished in: Entropy (2019)
Keyphrases
- model selection
- bayesian learning
- statistical learning
- learning algorithm
- meta learning
- cross validation
- automatic model selection
- hyperparameters
- regression model
- learning tasks
- parameter estimation
- unsupervised learning
- covariate shift
- learning machines
- learning problems
- generalization error
- active learning
- bayesian methods
- statistical inference
- mixture model
- incremental learning
- gaussian process
- low rank
- prior knowledge
- training data