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Differentially Private ADMM Algorithms for Machine Learning

Differentially Private ADMM Algorithms for Machine Learning

31 October 2020
Tao Xu
Fanhua Shang
Yuanyuan Liu
Hongying Liu
Longjie Shen
Maoguo Gong
ArXivPDFHTML

Papers citing "Differentially Private ADMM Algorithms for Machine Learning"

3 / 3 papers shown
Title
Privacy Amplification by Iteration for ADMM with (Strongly) Convex
  Objective Functions
Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective Functions
T.-H. Hubert Chan
Hao Xie
Mengshi Zhao
32
1
0
14 Dec 2023
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and
  Federated Learning
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning
Edwige Cyffers
A. Bellet
D. Basu
FedML
29
5
0
24 Feb 2023
Privacy Preserving Face Recognition Utilizing Differential Privacy
Privacy Preserving Face Recognition Utilizing Differential Privacy
Pathum Chamikara Mahawaga Arachchige
P. Bertók
I. Khalil
D. Liu
S. Çamtepe
PICV
50
115
0
21 May 2020
1