(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping.

Prateek Varshney Abhradeep Thakurta Prateek Jain

Published in: COLT (2022)

Keyphrases

linear regression
data sets
statistical analysis
least squares
training data
feature space
machine learning
computer vision
dynamic programming
data points
high dimensional data
regression problems