Natural gradient, fitness modelling and model selection: A unifying perspective.
Luigi MalagòMatteo MatteucciGiovanni PistonePublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- model selection
- natural gradient
- cross validation
- hyperparameters
- learning rate
- regression model
- independent component analysis
- genetic algorithm
- blind source separation
- sample size
- variable selection
- evolutionary algorithm
- feature selection
- model selection criteria
- gaussian process
- machine learning
- policy gradient
- fitness function
- support vector
- learning algorithm