Simplifying Hyperparameter Derivation for Integration Neural Networks Using Information Criterion.
Yoshiharu IwataHidefumi WakamatsuPublished in: SII (2024)
Keyphrases
- information criterion
- model selection
- neural network
- cross validation
- hyperparameters
- probability model
- bayesian information criterion
- factor analysis
- artificial neural networks
- back propagation
- self organizing maps
- machine learning
- decision trees
- widely applicable
- gaussian processes
- leave one out cross validation
- selection criterion
- data sets
- free energy
- training algorithm
- gaussian process
- neural network model
- fixed point