Towards Understanding the Impact of Model Size on Differential Private Classification.
Yinchen ShenZhiguo WangRuoyu SunXiaojing ShenPublished in: CoRR (2021)
Keyphrases
- computational model
- classification models
- high level
- probabilistic model
- formal model
- classification method
- pattern recognition
- computational complexity
- management system
- mathematical model
- theoretical framework
- support vector machine svm
- machine learning
- feature vectors
- objective function
- decision trees
- support vector machine
- active learning
- semi supervised
- support vector
- privacy preserving
- similarity measure
- microarray
- statistical model
- classification algorithm
- feature extraction
- machine learning methods
- feature selection