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Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning
2 November 2021
Xun Qian
Rustem Islamov
M. Safaryan
Peter Richtárik
FedML
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Papers citing
"Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning"
10 / 10 papers shown
Title
Review of Mathematical Optimization in Federated Learning
Shusen Yang
Fangyuan Zhao
Zihao Zhou
Liang Shi
Xuebin Ren
Zongben Xu
FedML
AI4CE
67
0
0
02 Dec 2024
A second-order-like optimizer with adaptive gradient scaling for deep learning
Jérôme Bolte
Ryan Boustany
Edouard Pauwels
Andrei Purica
ODL
25
0
0
08 Oct 2024
FAGH: Accelerating Federated Learning with Approximated Global Hessian
Mrinmay Sen
A. K. Qin
Krishna Mohan
FedML
14
0
0
16 Mar 2024
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
Guangchen Lan
Han Wang
James Anderson
Christopher G. Brinton
Vaneet Aggarwal
FedML
19
27
0
09 Oct 2023
Towards a Better Theoretical Understanding of Independent Subnetwork Training
Egor Shulgin
Peter Richtárik
AI4CE
16
6
0
28 Jun 2023
Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with Inexact Prox
Abdurakhmon Sadiev
D. Kovalev
Peter Richtárik
15
20
0
08 Jul 2022
FedSSO: A Federated Server-Side Second-Order Optimization Algorithm
Xinteng Ma
Renyi Bao
Jinpeng Jiang
Yang Liu
Arthur Jiang
Junhua Yan
Xin Liu
Zhisong Pan
FedML
24
6
0
20 Jun 2022
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation
Rustem Islamov
Xun Qian
Slavomír Hanzely
M. Safaryan
Peter Richtárik
30
16
0
07 Jun 2022
Hessian Averaging in Stochastic Newton Methods Achieves Superlinear Convergence
Sen Na
Michal Derezinski
Michael W. Mahoney
22
16
0
20 Apr 2022
SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing
Nicolò Dal Fabbro
S. Dey
M. Rossi
Luca Schenato
FedML
26
14
0
11 Feb 2022
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