CGPT: A Conditional Gaussian Process Tree for Grey-Box Bayesian Optimization.
Mengrui Mina JiangTanmay KhandaitGiulia PedrielliPublished in: WSC (2023)
Keyphrases
- gaussian process
- gaussian processes
- conditional distribution
- marginal likelihood
- expectation propagation
- hyperparameters
- gaussian process regression
- fully bayesian
- bayesian framework
- regression model
- model selection
- approximate inference
- gaussian process classification
- latent variables
- posterior distribution
- covariance function
- bayesian inference
- semi supervised
- gaussian process models
- posterior probability
- bayesian methods
- sparse approximations
- prior knowledge
- learning algorithm
- closed form
- random variables
- sparse approximation