Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes.
Felix JimenezMatthias KatzfussPublished in: AISTATS (2023)
Keyphrases
- gaussian processes
- gaussian process
- bayesian approaches
- multi task learning
- gaussian process regression
- human pose estimation
- bayesian methods
- covariance function
- hyperparameters
- closed form
- relevance vector machine
- multi task
- semi supervised
- expectation propagation
- gaussian process models
- preference learning
- model selection