Marginalised Gaussian Processes with Nested Sampling.
Fergus SimpsonVidhi LalchandCarl Edward RasmussenPublished in: NeurIPS (2021)
Keyphrases
- gaussian processes
- gaussian process
- hyperparameters
- random sampling
- gaussian process regression
- covariance function
- ordinal regression
- multi task learning
- human pose estimation
- multitask learning
- preference learning
- relevance vector machine
- sample size
- sampling algorithm
- bayesian framework
- closed form
- image reconstruction
- decision trees
- gaussian process models