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2206.00737
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Walk for Learning: A Random Walk Approach for Federated Learning from Heterogeneous Data
1 June 2022
Ghadir Ayache
Venkat Dassari
S. E. Rouayheb
FedML
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Papers citing
"Walk for Learning: A Random Walk Approach for Federated Learning from Heterogeneous Data"
11 / 11 papers shown
Title
Beyond Self-Repellent Kernels: History-Driven Target Towards Efficient Nonlinear MCMC on General Graphs
Jie Hu
Yi-Ting Ma
Do Young Eun
64
0
0
23 May 2025
Source Anonymity for Private Random Walk Decentralized Learning
Maximilian Egger
Svenja Lage
Rawad Bitar
Antonia Wachter-Zeh
64
0
0
11 May 2025
Does Worst-Performing Agent Lead the Pack? Analyzing Agent Dynamics in Unified Distributed SGD
Jie Hu
Yi-Ting Ma
Do Young Eun
FedML
82
1
0
26 Sep 2024
Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets
Xingrun Yan
Shiyuan Zuo
Rongfei Fan
Han Hu
Li Shen
Puning Zhao
Yong Luo
FedML
89
0
0
19 Aug 2024
The Entrapment Problem in Random Walk Decentralized Learning
Zonghong Liu
S. E. Rouayheb
Matthew Dwyer
56
1
0
30 Jul 2024
Decentralized Federated Learning Over Imperfect Communication Channels
Weicai Li
Tiejun Lv
Wei Ni
Jingbo Zhao
Ekram Hossain
H. Vincent Poor
FedML
70
5
0
21 May 2024
Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
Tan Chen
Jintao Yan
Yuxuan Sun
Sheng Zhou
Deniz Gündüz
Z. Niu
FedML
80
10
0
18 Jan 2024
Markov Chain Mirror Descent On Data Federation
Yawei Zhao
FedML
77
1
0
26 Sep 2023
Limited Communications Distributed Optimization via Deep Unfolded Distributed ADMM
Yoav Noah
Nir Shlezinger
56
4
0
21 Sep 2023
Data-Heterogeneous Hierarchical Federated Learning with Mobility
Tan Chen
Jintao Yan
Yuxuan Sun
Sheng Zhou
Deniz Gunduz
Z. Niu
FedML
114
3
0
19 Jun 2023
A principled framework for the design and analysis of token algorithms
Aymeric Dieuleveut
FedML
79
16
0
30 May 2022
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