@article{anoptimizationframeworkfordifferentially, title = {An Optimization Framework for Differentially Private Sparse Fine-Tuning}, author = {Mehdi Makni and Kayhan Behdin and Gabriel Afriat and Zheng Xu and Sergei Vassilvitskii and Natalia Ponomareva and Hussein Hazimeh and Rahul Mazumder}, year = {2025}, eprint = {2503.12822}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.12822v1}, }