"differentially private optimization" Papers
4 papers found
Private Zeroth-Order Optimization with Public Data
Xuchen Gong, Tian Li
NeurIPS 2025posterarXiv:2511.10859
DPZero: Private Fine-Tuning of Language Models without Backpropagation
Liang Zhang, Bingcong Li, Kiran Thekumparampil et al.
ICML 2024poster
How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization
Andrew Lowy, Jonathan Ullman, Stephen Wright
ICML 2024poster
Improved Differentially Private and Lazy Online Convex Optimization: Lower Regret without Smoothness Requirements
Naman Agarwal, Satyen Kale, Karan Singh et al.
ICML 2024poster