Differentially private ensemble learning for classification.
Xianxian LiJing LiuSongfeng LiuJinyan WangPublished in: Neurocomputing (2021)
Keyphrases
- ensemble learning
- generalization ability
- differentially private
- ensemble classifier
- weak learners
- ensemble methods
- pattern recognition
- classification accuracy
- feature selection
- support vector machine
- support vector machine svm
- decision trees
- classification algorithm
- support vector
- image classification
- feature extraction
- svm classifier
- learning algorithm
- data model
- cost sensitive
- feature vectors
- base classifiers
- feature space
- machine learning methods
- differential privacy
- active learning
- unsupervised learning
- text classification
- multi class
- knowledge discovery