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Practical and Private (Deep) Learning without Sampling or Shuffling

Practical and Private (Deep) Learning without Sampling or Shuffling

26 February 2021
Peter Kairouz
Brendan McMahan
Shuang Song
Om Thakkar
Abhradeep Thakurta
Zheng Xu
    FedML
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Papers citing "Practical and Private (Deep) Learning without Sampling or Shuffling"

2 / 2 papers shown
Title
Tempered Sigmoid Activations for Deep Learning with Differential Privacy
Tempered Sigmoid Activations for Deep Learning with Differential Privacy
Nicolas Papernot
Abhradeep Thakurta
Shuang Song
Steve Chien
Ulfar Erlingsson
AAML
107
155
0
28 Jul 2020
Amplification by Shuffling: From Local to Central Differential Privacy
  via Anonymity
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity
Ulfar Erlingsson
Vitaly Feldman
Ilya Mironov
A. Raghunathan
Kunal Talwar
Abhradeep Thakurta
102
384
0
29 Nov 2018
1