On Kernel design for online model selection by Gaussian multikernel adaptive filtering.
Osamu TodaMasahiro YukawaPublished in: APSIPA (2014)
Keyphrases
- model selection
- adaptive filtering
- cross validation
- hyperparameters
- sample size
- parameter estimation
- regression model
- machine learning
- selection criterion
- kernel matrix
- gaussian process
- parameter determination
- bayesian learning
- feature selection
- generalization error
- speech signal
- image restoration
- post processing
- feature space
- statistical inference
- preprocessing
- marginal likelihood
- model selection criteria