Uncertainty propagation using infinite mixture of Gaussian processes and variational Bayesian inference.
Peng ChenNicholas ZabarasIlias BilionisPublished in: J. Comput. Phys. (2015)
Keyphrases
- gaussian processes
- variational bayesian inference
- gaussian process
- latent dirichlet allocation
- gaussian process regression
- bayesian analysis
- mixture model
- hyperparameters
- multi task
- conditional probabilities
- machine learning
- bayesian framework
- cross validation
- model selection
- active learning
- support vector
- image segmentation