A Variational Inference-Based Heteroscedastic Gaussian Process Approach for Simulation Metamodeling.
Wenjing WangNan ChenXi ChenLinchang YangPublished in: ACM Trans. Model. Comput. Simul. (2019)
Keyphrases
- gaussian process
- variational inference
- gaussian processes
- bayesian nonparametric
- approximate inference
- latent variables
- bayesian framework
- model selection
- regression model
- bayesian inference
- hyperparameters
- semi supervised
- variational methods
- posterior distribution
- information extraction
- exact inference
- probabilistic graphical models
- probabilistic model
- mixture model
- topic models
- generative model
- machine learning
- learning algorithm