Uncertainty quantification using martingales for misspecified Gaussian processes.
Willie NeiswangerAaditya RamdasPublished in: ALT (2021)
Keyphrases
- gaussian processes
- probability theory
- gaussian process
- gaussian process regression
- ordinal regression
- covariance function
- multi task learning
- preference learning
- gaussian process models
- human pose estimation
- decision theory
- hyperparameters
- multi task
- prior knowledge
- relevance vector machine
- belief functions
- cross validation
- semi supervised
- feature space
- feature selection