Practical and Private (Deep) Learning Without Sampling or Shuffling

Peter Kairouz, Brendan McMahan, Shuang Song 0001, Om Thakkar 0001, Abhradeep Thakurta, Zheng Xu. Practical and Private (Deep) Learning Without Sampling or Shuffling. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 5213-5225, PMLR, 2021. [doi]

Abstract

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