PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance.
Taicai ChenYue DuanDong LiLei QiYinghuan ShiYang GaoPublished in: AAAI (2024)
Keyphrases
- gaussian process
- gaussian processes
- high dimensional
- gaussian process regression
- expectation propagation
- regression model
- marginal likelihood
- fully bayesian
- semi supervised
- latent variables
- bayesian framework
- model selection
- approximate inference
- hyperparameters
- latent space
- covariance function
- gaussian process classification
- bayesian inference
- data sets
- posterior distribution
- multi label
- low dimensional
- human pose estimation
- sparse approximations
- cross validation
- bayesian methods
- probabilistic model
- prior knowledge
- gaussian process models
- bayesian networks
- image classification
- upper bound
- image segmentation