Differentially Private Optimization on Large Model at Small Cost

Zhiqi Bu, Yu-Xiang Wang, Sheng Zha, George Karypis. Differentially Private Optimization on Large Model at Small Cost. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 3192-3218, PMLR, 2023. [doi]

Abstract

Abstract is missing.