Distributed Variational Inference-Based Heteroscedastic Gaussian Process Metamodeling.
Wenjing WangXi ChenPublished in: WSC (2019)
Keyphrases
- gaussian process
- variational inference
- gaussian processes
- bayesian nonparametric
- bayesian framework
- regression model
- approximate inference
- model selection
- hyperparameters
- latent variables
- distributed systems
- semi supervised
- bayesian inference
- posterior distribution
- topic models
- probabilistic graphical models
- closed form
- mixture model
- variational methods
- machine learning
- maximum likelihood
- exact inference
- state space
- high dimensional