MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics.
Chaofan HuangSimin MaShihao YangPublished in: CoRR (2021)
Keyphrases
- gaussian process
- covariance function
- variational inference
- expectation propagation
- gaussian processes
- regression model
- gaussian process regression
- hyperparameters
- model selection
- approximate inference
- bayesian inference
- semi supervised
- gaussian process classification
- bayesian framework
- latent space
- latent variables
- manifold learning
- sparse approximations
- probabilistic inference
- variational bayes
- gaussian process models
- feature space
- support vector
- density estimation
- parameter estimation
- low dimensional
- high dimensional