Online Model-Selection and Learning for Nonlinear Estimation Based on Multikernel Adaptive Filtering.
Osamu TodaMasahiro YukawaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2017)
Keyphrases
- model selection
- adaptive filtering
- statistical learning
- bayesian learning
- cross validation
- parameter estimation
- sample size
- automatic model selection
- error estimation
- learning algorithm
- meta learning
- regression model
- active learning
- prior knowledge
- hyperparameters
- selection criterion
- machine learning
- learning tasks
- post processing
- generalization error
- bayesian methods
- color images
- feature space
- information criterion
- model selection criteria