Uncertainty quantification using martingales for misspecified Gaussian processes.
Willie NeiswangerAaditya RamdasPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- probability theory
- gaussian process
- covariance function
- ordinal regression
- gaussian process regression
- multi task learning
- gaussian process models
- belief functions
- relevance vector machine
- human pose estimation
- preference learning
- hyperparameters
- multi task
- semi supervised
- regression model
- maximum likelihood