Differentially Private Regression and Classification with Sparse Gaussian Processes.
Michael Thomas SmithMauricio A. ÁlvarezNeil D. LawrencePublished in: CoRR (2019)
Keyphrases
- gaussian processes
- relevance vector machine
- covariance function
- differentially private
- gaussian process
- gaussian process regression
- support vector machine
- gaussian process models
- feature extraction
- regression model
- model selection
- machine learning
- support vector
- nonlinear regression
- hyperparameters
- differential privacy
- supervised learning
- feature selection
- high dimensional
- incremental learning
- cross validation
- class labels
- text classification
- feature vectors
- co occurrence
- feature space
- decision trees