SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable
Communications

SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications

5 April 2022

Yang Liu

Wenbo Ding

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Papers citing "SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications"

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Title
A Two-Timescale Approach for Wireless Federated Learning with Parameter Freezing and Power Control Jinhao Ouyang Yuan Liu Hang Liu 65 0 0 02 Apr 2025
Unified Analysis of Decentralized Gradient Descent: a Contraction Mapping Framework Erik G. Larsson Nicolo Michelusi 139 0 0 18 Mar 2025
Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization Afsaneh Mahmoudi Ming Xiao Emil Björnson 121 0 0 31 Dec 2024
Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks Afsaneh Mahmoudi Emil Björnson 168 1 0 14 Dec 2024
Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions Daniel Gutiérrez David Solans Mikko A. Heikkilä A. Vitaletti Nicolas Kourtellis Aris Anagnostopoulos I. Chatzigiannakis OOD 173 0 0 19 Nov 2024
FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering Siqi Ping Yuzhu Mao Yang Liu Xiao-Ping Zhang Wenbo Ding FedML 83 4 0 23 Apr 2024
Advances and Open Challenges in Federated Learning with Foundation Models Chao Ren Han Yu Hongyi Peng Xiaoli Tang Anran Li ... A. Tan Bo Zhao Xiaoxiao Li Zengxiang Li Qiang Yang FedML AIFin AI4CE 152 11 0 23 Apr 2024
Inclusive Data Representation in Federated Learning: A Novel Approach Integrating Textual and Visual Prompt Zihao Zhao Zhenpeng Shi Yang Liu Wenbo Ding FedML 75 1 0 04 Oct 2023
Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients Victoria Huang S. Sohail Michael Mayo T. Lorido-Botran Mark Rodrigues Chris Anderson Melanie Ooi FedML 58 2 0 16 May 2023
Towards Efficient Communications in Federated Learning: A Contemporary Survey Zihao Zhao Yuzhu Mao Yang Liu Linqi Song Ouyang Ye Xinlei Chen Wenbo Ding FedML 112 64 0 02 Aug 2022