Deep Ensemble as a Gaussian Process Approximate Posterior.
Zhijie DengFeng ZhouJianfei ChenGuoqiang WuJun ZhuPublished in: CoRR (2022)
Keyphrases
- gaussian process
- expectation propagation
- gaussian processes
- regression model
- model selection
- bayesian framework
- gaussian process regression
- hyperparameters
- gaussian process classification
- approximate inference
- latent variables
- semi supervised
- covariance function
- gaussian process models
- prior knowledge
- bayesian inference
- feature selection
- posterior distribution
- prior information
- closed form
- training set
- fully bayesian
- sparse approximations
- training data