Gaussian Process-Mixture Conditional Heteroscedasticity.
Emmanouil A. PlataniosSotirios P. ChatzisPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2014)
Keyphrases
- gaussian process
- conditional distribution
- bayesian nonparametric
- gaussian processes
- regression model
- model selection
- mixture model
- latent variables
- semi supervised
- approximate inference
- bayesian framework
- gaussian process regression
- latent variable models
- hyperparameters
- gaussian process models
- expectation propagation
- gaussian process classification
- sparse approximations
- dirichlet process
- latent space
- conditional probabilities
- expectation maximization
- closed form
- gaussian mixture model
- covariance function
- gaussian distribution
- feature selection
- cross validation
- active learning
- multiscale
- training data