On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data

Di Wang 0015, Hanshen Xiao, Srinivas Devadas, Jinhui Xu 0001. On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 10081-10091, PMLR, 2020. [doi]

Abstract

Abstract is missing.