Differentially Private Ensemble Classifiers for Data Streams.
Lovedeep GondaraKe WangRicardo Silva CarvalhoPublished in: WSDM (2022)
Keyphrases
- ensemble classifier
- differentially private
- concept drift
- data streams
- differential privacy
- ensemble learning
- data distribution
- change detection
- ensemble methods
- random forest
- data sets
- non stationary
- base classifiers
- preprocessing
- multiscale
- support vector machine
- personal information
- fusion method
- decision trees
- information retrieval