Robustness Quantification for Classification with Gaussian Processes.
Arno BlaasLuca LaurentiAndrea PataneLuca CardelliMarta KwiatkowskaStephen J. RobertsPublished in: CoRR (2019)
Keyphrases
- gaussian processes
- gaussian process
- classification accuracy
- gaussian process regression
- bayesian methods
- multi task learning
- relevance vector machine
- machine learning
- preference learning
- feature selection
- image classification
- text classification
- model selection
- closed form
- hyperparameters
- supervised learning
- feature vectors
- training set
- feature space
- support vector
- covariance function
- decision trees