Efficient differentially private kernel support vector classifier for multi-class classification.
Jinseong ParkYujin ChoiJunyoung ByunJaewook LeeSaerom ParkPublished in: Inf. Sci. (2023)
Keyphrases
- multi class classification
- support vector
- binary classification
- differentially private
- multi class svm
- multi class
- kernel function
- binary classifiers
- support vector machine
- kernel methods
- svm classifier
- training examples
- loss function
- feature space
- feature selection
- decision function
- hyperparameters
- classification accuracy
- information retrieval
- decision functions
- support vectors
- cross validation
- hyperplane
- differential privacy
- privacy preserving
- nearest neighbor
- multi task learning
- transfer learning
- decision trees
- machine learning
- training samples