Hyperparameter Selection for Gaussian Process One-Class Classification.
Yingchao XiaoHuangang WangWenli XuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2015)
Keyphrases
- gaussian process
- gaussian processes
- hyperparameters
- model selection
- regression model
- gaussian process regression
- bayesian framework
- semi supervised
- approximate inference
- gaussian process classification
- sparse approximations
- dynamical model
- covariance function
- cross validation
- latent variables
- random sampling
- expectation propagation
- gaussian process models
- parameter settings
- incremental learning
- closed form
- sample size
- em algorithm
- co occurrence