Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression

Haodong Liang, Yanhao Jin, Krishnakumar Balasubramanian +1

We study instrumental variable regression (IVaR) under differential privacy constraints. Classical IVaR methods (like two-stage least squares regression) rely on solving moment equ…