(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping

Prateek Varshney, Abhradeep Thakurta, Prateek Jain 0002. (Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 1126-1166, PMLR, 2022. [doi]

Abstract

Abstract is missing.