@article{privategradientdescentforlinear, title = {Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation}, author = {Gavin Brown and Krishnamurthy Dvijotham and Georgina Evans and Daogao Liu and Adam Smith and Abhradeep Thakurta}, year = {2024}, eprint = {2402.13531}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2402.13531v1}, }