High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data.

Lijie Hu Shuo Ni Hanshen Xiao Di Wang

Published in: CoRR (2021)

Keyphrases

differentially private
stochastic optimization
high dimensional
data sources
original data
data points
high dimensional data
noisy data
input data
statistical analysis
raw data
data quality
low dimensional
statistical methods
data mining techniques
log data
contingency tables
heavy tailed
probability distribution