@article{insufficientstatisticsperturbationstable, title = {Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares}, author = {Gavin Brown and Jonathan Hayase and Samuel Hopkins and Weihao Kong and Xiyang Liu and Sewoong Oh and Juan C. Perdomo and Adam Smith}, year = {2024}, eprint = {2404.15409}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2404.15409v1}, }