Efficient Federated Learning via Local Adaptive Amended Optimizer with
Linear Speedup

Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup

30 July 2023

Li Shen

Liang Ding

Papers citing "Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup"

12 / 12 papers shown

Title
Convergence Analysis of Asynchronous Federated Learning with Gradient Compression for Non-Convex Optimization Diying Yang Yingwei Hou Danyang Xiao Weigang Wu FedML 34 0 0 28 Apr 2025
Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum Yuan Zhou Xinli Shi Xuelong Li Jiachen Zhong G. Wen Jinde Cao FedML 39 0 0 17 Apr 2025
Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization Afsaneh Mahmoudi Ming Xiao Emil Björnson 46 0 0 31 Dec 2024
FedSat: A Statistical Aggregation Approach for Class Imbalanced Clients in Federated Learning S. Chowdhury Raju Halder FedML 27 0 0 31 Dec 2024
Personalized Quantum Federated Learning for Privacy Image Classification Jinjing Shi Tian Chen Shichao Zhang Xuelong Li FedML 21 0 0 03 Oct 2024
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs Yan Sun Li Shen Dacheng Tao FedML 18 0 0 27 Sep 2024
FADAS: Towards Federated Adaptive Asynchronous Optimization Yujia Wang Shiqiang Wang Songtao Lu Jinghui Chen FedML 21 3 0 25 Jul 2024
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization Ziqing Fan Shengchao Hu Jiangchao Yao Gang Niu Ya-Qin Zhang Masashi Sugiyama Yanfeng Wang FedML 31 11 0 29 May 2024
Federated Learning with Manifold Regularization and Normalized Update Reaggregation Xuming An Li Shen Han Hu Yong Luo FedML 28 4 0 10 Nov 2023
Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization Yan Sun Li Shen Dacheng Tao FedML 9 14 0 09 Jun 2023
SMU: smooth activation function for deep networks using smoothing maximum technique Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 28 31 0 08 Nov 2021
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration Congliang Chen Li Shen Fangyu Zou Wei Liu 33 26 0 14 Jan 2021