Improved Differentially Private Regression via Gradient Boosting

Shuai Tang, Sergül Aydöre, Michael Kearns, Saeyoung Rho, Aaron Roth 0001, Yichen Wang, Yu-Xiang Wang 0003, Zhiwei Steven Wu. Improved Differentially Private Regression via Gradient Boosting. In IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2024, Toronto, ON, Canada, April 9-11, 2024. pages 33-56, IEEE, 2024. [doi]

Abstract

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