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Generalized ADMM in Distributed Learning via Variational Inequality

Generalized ADMM in Distributed Learning via Variational Inequality

S. Parsaeefard
A. Leon-Garcia
ArXiv (abs)PDFHTML

Papers citing "Generalized ADMM in Distributed Learning via Variational Inequality"

7 / 7 papers shown
Title
Representation of Federated Learning via Worst-Case Robust Optimization Theory
Representation of Federated Learning via Worst-Case Robust Optimization Theory
S. Parsaeefard
Iman Tabrizian
A. Leon-Garcia
FedML
21
3
0
11 Dec 2019
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning
L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning
Anis Elgabli
Jihong Park
Sabbir Ahmed
M. Bennis
FedML
67
21
0
09 Nov 2019
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning
Anis Elgabli
Jihong Park
Amrit Singh Bedi
Chaouki Ben Issaid
M. Bennis
Vaneet Aggarwal
88
67
0
23 Oct 2019
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning
Anis Elgabli
Jihong Park
Amrit Singh Bedi
M. Bennis
Vaneet Aggarwal
FedML
52
82
0
30 Aug 2019
Distributed Inexact Successive Convex Approximation ADMM: Analysis-Part I
Distributed Inexact Successive Convex Approximation ADMM: Analysis-Part I
Sandeep Kumar
K. Rajawat
Daniel P. Palomar
77
4
0
21 Jul 2019
COLA: Decentralized Linear Learning
COLA: Decentralized Linear Learning
Lie He
An Bian
Martin Jaggi
91
120
0
13 Aug 2018
An Explicit Rate Bound for the Over-Relaxed ADMM
An Explicit Rate Bound for the Over-Relaxed ADMM
G. França
José Bento
33
37
0
07 Dec 2015