Federated Learning with Flexible Control

Federated Learning with Flexible Control

16 December 2022

Jake B. Perazzone

Papers citing "Federated Learning with Flexible Control"

10 / 10 papers shown

Title
TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction Weijie Liu Ziwei Zhan Carlee Joe-Wong Edith Ngai Jingpu Duan Deke Guo Xu Chen X. Zhang FedML 53 0 0 24 Apr 2025
Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization Jake B. Perazzone Shiqiang Wang Mingyue Ji Kevin S. Chan FedML 56 0 0 01 Mar 2025
Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning Zhidong Gao Zhenxiao Zhang Yu Zhang Tongnian Wang Yanmin Gong Yuanxiong Guo 30 0 0 29 Sep 2024
Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning Zhidong Gao Yu Zhang Yanmin Gong Yuanxiong Guo 21 0 0 29 Sep 2024
Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Sampling Jiaxiang Geng Yanzhao Hou Xiaofeng Tao Juncheng Wang Bing Luo FedML 19 0 0 15 Feb 2024
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Yun-Wei Chu Dong-Jun Han Christopher G. Brinton 24 4 0 15 Jan 2024
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization Pengchao Han Shiqiang Wang Yang Jiao Jianwei Huang FedML 19 5 0 20 Dec 2023
Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks Jiaming Yan Jianchun Liu Shilong Wang Hong-Ze Xu Haifeng Liu Jianhua Zhou FedML 17 3 0 04 Dec 2023
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 157 760 0 28 Sep 2019
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,685 0 14 Apr 2018