Differentially Private Variable Selection via the Knockoff Filter.

Mehrdad Pournaderi Yu Xiang

Published in: CoRR (2021)

Keyphrases

variable selection
differentially private
differential privacy
input variables
cross validation
linear models
model selection
high dimensional
dimension reduction
high dimensional data
contingency tables
probability distribution
data sets
feature space
random projections
preprocessing
machine learning