"differentially private optimization" Papers

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Private Zeroth-Order Optimization with Public Data

Xuchen Gong, Tian Li

NEURIPS 2025arXiv:2511.10859

DPZero: Private Fine-Tuning of Language Models without Backpropagation

Liang Zhang, Bingcong Li, Kiran Thekumparampil et al.

ICML 2024arXiv:2310.09639
22
citations

How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization

Andrew Lowy, Jonathan Ullman, Stephen Wright

ICML 2024arXiv:2402.11173
11
citations

Improved Differentially Private and Lazy Online Convex Optimization: Lower Regret without Smoothness Requirements

Naman Agarwal, Satyen Kale, Karan Singh et al.

ICML 2024