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Gap Aware Mitigation of Gradient Staleness
v1v2v3 (latest)

Gap Aware Mitigation of Gradient Staleness

24 September 2019
Saar Barkai
Ido Hakimi
Assaf Schuster
ArXiv (abs)PDFHTML

Papers citing "Gap Aware Mitigation of Gradient Staleness"

5 / 5 papers shown
Title
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints
Yuhao Zhou
Yuxin Tian
Jindi Lv
Mingjia Shi
Yuanxi Li
Qing Ye
Shuhao Zhang
Jiancheng Lv
CLL
103
0
0
15 Mar 2025
Distributed Stochastic Gradient Descent with Staleness: A Stochastic Delay Differential Equation Based Framework
Distributed Stochastic Gradient Descent with Staleness: A Stochastic Delay Differential Equation Based Framework
Siyuan Yu
Wei Chen
H. V. Poor
96
0
0
17 Jun 2024
Reducing Impacts of System Heterogeneity in Federated Learning using
  Weight Update Magnitudes
Reducing Impacts of System Heterogeneity in Federated Learning using Weight Update Magnitudes
Irene Wang
73
1
0
30 Aug 2022
GBA: A Tuning-free Approach to Switch between Synchronous and
  Asynchronous Training for Recommendation Model
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model
Wenbo Su
Yuanxing Zhang
Yufeng Cai
Kaixu Ren
Pengjie Wang
...
Jing Chen
Hongbo Deng
Jian Xu
Lin Qu
Bo Zheng
57
5
0
23 May 2022
Taming Momentum in a Distributed Asynchronous Environment
Taming Momentum in a Distributed Asynchronous Environment
Ido Hakimi
Saar Barkai
Moshe Gabel
Assaf Schuster
93
23
0
26 Jul 2019
1