Adversarial Robustness Guarantees for Classification with Gaussian Processes.
Arno BlaasAndrea PataneLuca LaurentiLuca CardelliMarta KwiatkowskaStephen J. RobertsPublished in: AISTATS (2020)
Keyphrases
- gaussian processes
- gaussian process
- bayesian methods
- relevance vector machine
- text classification
- decision trees
- gaussian process regression
- supervised learning
- multi task learning
- machine learning
- feature vectors
- support vector machine
- bayesian inference
- active learning
- support vector
- model selection
- preference learning
- gaussian process models
- hyperparameters
- knn
- prior knowledge
- learning algorithm