Inference of Nonlinear Partial Differential Equations via Constrained Gaussian Processes.
Zhaohui LiShihao YangC. F. Jeff WuPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- covariance function
- nonlinear partial differential equations
- dirichlet process
- gaussian process
- gaussian process regression
- multi task learning
- partial differential equations
- human pose estimation
- multi task
- hyperparameters
- bayesian inference
- bayesian networks
- preference learning
- expectation propagation
- computer vision
- gaussian process models
- machine learning
- model selection
- regression model