Optimal Composite Likelihood Estimation and Prediction for Distributed Gaussian Process Modeling.
Yongxiang LiQiang ZhouWei JiangKwok-Leung TsuiPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- gaussian process
- gaussian process models
- gaussian processes
- likelihood function
- bayesian modeling
- gaussian process regression
- model selection
- regression model
- approximate inference
- bayesian framework
- hyperparameters
- semi supervised
- latent variables
- dynamical models
- gaussian process classification
- dynamical model
- human pose estimation
- expectation propagation
- worst case
- closed form
- parameter estimation
- higher order
- pairwise
- cross validation
- covariance function
- training set
- lower bound