Adversarial Robustness Guarantees for Gaussian Processes.
Andrea PataneArno BlaasLuca LaurentiLuca CardelliStephen J. RobertsMarta KwiatkowskaPublished in: CoRR (2021)
Keyphrases
- gaussian processes
- gaussian process
- ordinal regression
- multi task learning
- preference learning
- gaussian process regression
- multitask learning
- multi task
- gaussian process models
- covariance function
- human pose estimation
- hyperparameters
- relevance vector machine
- decision trees
- learning tasks
- closed form
- error rate
- model selection
- probability distribution