FedChain: Chained Algorithms for Near-Optimal Communication Cost in
Federated Learning

FedChain: Chained Algorithms for Near-Optimal Communication Cost in Federated Learning

16 August 2021

K. K. Thekumparampil

Papers citing "FedChain: Chained Algorithms for Near-Optimal Communication Cost in Federated Learning"

11 / 11 papers shown

Title
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs Charlie Hou Akshat Shrivastava Hongyuan Zhan Rylan Conway Trang Le Adithya Sagar Giulia Fanti Daniel Lazar 24 8 0 05 Jun 2024
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication Kumar Kshitij Patel Margalit Glasgow Ali Zindari Lingxiao Wang Sebastian U. Stich Ziheng Cheng Nirmit Joshi Nathan Srebro 39 6 0 19 May 2024
Hierarchical Over-the-Air Federated Learning with Awareness of Interference and Data Heterogeneity Seyed Mohammad Azimi-Abarghouyi Viktoria Fodor 17 6 0 02 Jan 2024
Leveraging Function Space Aggregation for Federated Learning at Scale Nikita Dhawan Nicole Mitchell Zachary B. Charles Zachary Garrett Gintare Karolina Dziugaite FedML 8 3 0 17 Nov 2023
Heterogeneous Federated Learning: State-of-the-art and Research Challenges Mang Ye Xiuwen Fang Bo Du PongChi Yuen Dacheng Tao FedML AAML 29 244 0 20 Jul 2023
Personalized Federated Learning under Mixture of Distributions Yue Wu Shuaicheng Zhang Wenchao Yu Yanchi Liu Quanquan Gu Dawei Zhou Haifeng Chen Wei Cheng FedML 66 39 0 01 May 2023
Federated Automatic Differentiation Keith Rush Zachary B. Charles Zachary Garrett FedML 32 1 0 18 Jan 2023
Scalable Hierarchical Over-the-Air Federated Learning Seyed Mohammad Azimi-Abarghouyi Viktoria Fodor 13 11 0 29 Nov 2022
To Store or Not? Online Data Selection for Federated Learning with Limited Storage Chen Gong Zhenzhe Zheng Yunfeng Shao Bingshuai Li Fan Wu Guihai Chen 12 15 0 01 Sep 2022
Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients A. Mitra Rayana H. Jaafar George J. Pappas Hamed Hassani FedML 55 157 0 14 Feb 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 183 541 0 30 Mar 2020