Killing Three Birds with one Gaussian Process: Analyzing Attack Vectors on Classification.
Kathrin GrosseMichael T. SmithMichael BackesPublished in: CoRR (2018)
Keyphrases
- gaussian process
- gaussian processes
- model selection
- gaussian process classification
- feature vectors
- kernel logistic regression
- regression model
- approximate inference
- decision trees
- machine learning
- cross validation
- gaussian process regression
- supervised learning
- feature selection
- covariance function
- feature extraction
- support vector
- hyperparameters
- latent variables
- bayesian framework
- image classification
- bayesian inference
- incremental learning
- pairwise
- lower bound
- expectation propagation
- semi supervised
- gaussian process models
- image processing