Improved Differentially Private Regression via Gradient Boosting

6 March 2023

Papers citing "Improved Differentially Private Regression via Gradient Boosting"

4 / 4 papers shown

Title
Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation Gavin Brown Krishnamurthy Dvijotham Georgina Evans Daogao Liu Adam D. Smith Abhradeep Thakurta 39 3 0 21 Feb 2024
The Normal Distributions Indistinguishability Spectrum and its Application to Privacy-Preserving Machine Learning Yun Lu Malik Magdon-Ismail Yu Wei Vassilis Zikas 29 0 0 03 Sep 2023
Better Private Linear Regression Through Better Private Feature Selection Travis Dick Jennifer Gillenwater Matthew Joseph 11 2 0 01 Jun 2023
The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection Shubhankar Mohapatra Sajin Sasy Xi He Gautam Kamath Om Thakkar 114 32 0 09 Nov 2021