Stochastic Adaptive Line Search for Differentially Private Optimization

18 August 2020

Papers citing "Stochastic Adaptive Line Search for Differentially Private Optimization"

8 / 8 papers shown

Title
Structure-Preference Enabled Graph Embedding Generation under Differential Privacy Sen Zhang Qingqing Ye Haibo Hu 54 0 0 08 Jan 2025
Learning Privacy-Preserving Student Networks via Discriminative-Generative Distillation Shiming Ge Bochao Liu Pengju Wang Yong Li Dan Zeng FedML 44 9 0 04 Sep 2024
DP-SGD with weight clipping Antoine Barczewski Jan Ramon 18 1 0 27 Oct 2023
Differentially Private Optimization for Smooth Nonconvex ERM Changyu Gao Stephen J. Wright 16 6 0 09 Feb 2023
DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling Jianxin Wei Ergute Bao X. Xiao Yifan Yang 48 20 0 18 Oct 2022
Not all noise is accounted equally: How differentially private learning benefits from large sampling rates Friedrich Dörmann Osvald Frisk L. Andersen Christian Fischer Pedersen FedML 64 25 0 12 Oct 2021
Efficient Hyperparameter Optimization for Differentially Private Deep Learning Aman Priyanshu Rakshit Naidu Fatemehsadat Mireshghallah Mohammad Malekzadeh 44 5 0 09 Aug 2021
Deep Learning with Label Differential Privacy Badih Ghazi Noah Golowich Ravi Kumar Pasin Manurangsi Chiyuan Zhang 51 147 0 11 Feb 2021