Adversarial Robustness Guarantees for Gaussian Processes.
Andrea PataneArno BlaasLuca LaurentiLuca CardelliStephen RobertsMarta KwiatkowskaPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- gaussian processes
- gaussian process
- ordinal regression
- gaussian process regression
- covariance function
- multi task learning
- human pose estimation
- multitask learning
- gaussian process models
- preference learning
- multi task
- hyperparameters
- relevance vector machine
- sliding window
- text categorization
- markov random field
- clustering algorithm