Faster Differentially Private Convex Optimization via Second-Order Methods

22 May 2023

Papers citing "Faster Differentially Private Convex Optimization via Second-Order Methods"

4 / 4 papers shown

Title
Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy Wei Huo Changxin Liu Kemi Ding Karl H. Johansson Ling Shi FedML 37 0 0 08 Aug 2024
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy Natalia Ponomareva Hussein Hazimeh Alexey Kurakin Zheng Xu Carson E. Denison H. B. McMahan Sergei Vassilvitskii Steve Chien Abhradeep Thakurta 94 167 0 01 Mar 2023
Private Convex Optimization via Exponential Mechanism Sivakanth Gopi Y. Lee Daogao Liu 83 52 0 01 Mar 2022
Hyperparameter Tuning with Renyi Differential Privacy Nicolas Papernot Thomas Steinke 135 120 0 07 Oct 2021