Model Selection with the Covering Number of the Ball of RKHS.
Lizhong DingShizhong LiaoPublished in: CIKM (2014)
Keyphrases
- model selection
- cross validation
- parameter estimation
- hyperparameters
- machine learning
- bayesian learning
- gaussian process
- mixture model
- variable selection
- generalization error
- regression model
- sample size
- feature selection
- statistical learning
- markov random field
- upper bound
- em algorithm
- bayesian methods
- pairwise
- error estimation