Bayesian-entropy gaussian process for constrained metamodeling.
Yuhao WangYi GaoYongming LiuSayan GhoshWaad SubberPiyush PanditaLiping WangPublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- gaussian process
- gaussian processes
- marginal likelihood
- hyperparameters
- expectation propagation
- posterior distribution
- fully bayesian
- gaussian process regression
- bayesian framework
- model selection
- regression model
- gaussian process classification
- variational inference
- latent variables
- approximate inference
- covariance function
- bayesian inference
- posterior probability
- semi supervised
- gaussian process models
- closed form
- sample size
- sparse approximations
- data sets
- machine learning
- sparse approximation
- prior knowledge
- maximum likelihood
- bayesian methods
- human pose estimation
- density estimation