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Decentralized Differentially Private Without-Replacement Stochastic
  Gradient Descent

Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent

8 September 2018
Richeng Jin
Xiaofan He
H. Dai
    FedML
ArXivPDFHTML

Papers citing "Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent"

5 / 5 papers shown
Title
Straggler-Resilient Differentially-Private Decentralized Learning
Straggler-Resilient Differentially-Private Decentralized Learning
Yauhen Yakimenka
Chung-Wei Weng
Hsuan-Yin Lin
E. Rosnes
J. Kliewer
29
6
0
06 Dec 2022
GRNN: Generative Regression Neural Network -- A Data Leakage Attack for
  Federated Learning
GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning
Hanchi Ren
Jingjing Deng
Xianghua Xie
SILM
AAML
FedML
56
100
0
02 May 2021
Federated Learning with Local Differential Privacy: Trade-offs between
  Privacy, Utility, and Communication
Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication
Muah Kim
Onur Gunlu
Rafael F. Schaefer
FedML
110
118
0
09 Feb 2021
A simpler approach to obtaining an O(1/t) convergence rate for the
  projected stochastic subgradient method
A simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method
Simon Lacoste-Julien
Mark W. Schmidt
Francis R. Bach
126
259
0
10 Dec 2012
Optimal Distributed Online Prediction using Mini-Batches
Optimal Distributed Online Prediction using Mini-Batches
O. Dekel
Ran Gilad-Bachrach
Ohad Shamir
Lin Xiao
179
683
0
07 Dec 2010
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