EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning

13 November 2023

Papers citing "EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning"

5 / 5 papers shown

Title
FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning Nurbek Tastan Samuel Horváth Martin Takáč Karthik Nandakumar FedML 59 0 0 03 Oct 2024
Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models Yao Shu Wenyang Hu Szu Hui Ng Bryan Kian Hsiang Low Fei Richard Yu FedML 43 0 0 10 Sep 2024
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes Zhen Qin Daoyuan Chen Bingchen Qian Bolin Ding Yaliang Li Shuiguang Deng FedML 40 32 0 11 Dec 2023
Ternary Compression for Communication-Efficient Federated Learning Jinjin Xu W. Du Ran Cheng Wangli He Yaochu Jin MQ FedML 42 174 0 07 Mar 2020
Real-time Federated Evolutionary Neural Architecture Search Hangyu Zhu Yaochu Jin FedML 147 71 0 04 Mar 2020