Differentially Private Variable Selection via the Knockoff Filter.
Mehrdad PournaderiYu XiangPublished in: MLSP (2021)
Keyphrases
- variable selection
- differentially private
- cross validation
- differential privacy
- input variables
- linear models
- dimension reduction
- high dimensional
- model selection
- high dimensional data
- feature selection
- privacy preserving
- nearest neighbor
- image processing
- least squares
- knowledge discovery
- support vector
- feature extraction