A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes.
Jialin SongYuxin ChenYisong YuePublished in: AISTATS (2019)
Keyphrases
- gaussian processes
- gaussian process
- bayesian approaches
- gaussian process regression
- covariance function
- preference learning
- relevance vector machine
- multi task learning
- multi task
- bayesian methods
- human pose estimation
- gaussian process models
- hyperparameters
- closed form
- model selection
- latent variables
- bayesian networks
- image segmentation
- decision trees