Olive Branch Learning: A Topology-Aware Federated Learning Framework for
Space-Air-Ground Integrated Network

Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network

2 December 2022

Shuai Yu

Xu Chen

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Papers citing "Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network"

17 / 17 papers shown

Title
Hierarchical Learning and Computing over Space-Ground Integrated Networks Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Linling Kuang 83 2 0 26 Aug 2024
EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles Shuai Yu Xiaowen Gong Qian Shi Xiaofei Wang Xu Chen 58 133 0 15 Jan 2021
TornadoAggregate: Accurate and Scalable Federated Learning via the Ring-Based Architecture Jin-Woo Lee Jaehoon Oh Sungsu Lim Se-Young Yun Jae-Gil Lee FedML 93 32 0 06 Dec 2020
FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers Zheng Chai Yujing Chen Ali Anwar Liang Zhao Yue Cheng Huzefa Rangwala FedML 62 124 0 12 Oct 2020
Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms Yi Liu Jiangtian Nie Xuandi Li Syed Hassan Ahmed Wei Yang Bryan Lim Chunyan Miao 130 151 0 23 Jul 2020
Federated Learning for 6G Communications: Challenges, Methods, and Future Directions Yi Liu Lizhen Qu Zehui Xiong Jiawen Kang Xiaofei Wang Dusit Niyato FedML AI4CE 66 280 0 04 Jun 2020
Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach Yi Liu James Jianqiao Yu Jiawen Kang Dusit Niyato Shuyu Zhang AI4TS 79 449 0 19 Mar 2020
Federated Visual Classification with Real-World Data Distribution T. Hsu Qi Matthew Brown FedML 139 202 0 18 Mar 2020
Client-Edge-Cloud Hierarchical Federated Learning Lumin Liu Jun Zhang S. H. Song Khaled B. Letaief FedML 84 752 0 16 May 2019
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 190 5,247 0 14 Dec 2018
Federated Learning for Mobile Keyboard Prediction Andrew Straiton Hard Kanishka Rao Zhifeng Lin Swaroop Indra Ramaswamy Youjie Li S. Augenstein Alex Schwing M. Annavaram A. Avestimehr FedML 138 1,549 0 08 Nov 2018
Group Normalization Yuxin Wu Kaiming He 249 3,676 0 22 Mar 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 285 8,928 0 25 Aug 2017
Gossip training for deep learning Michael Blot David Picard Matthieu Cord Nicolas Thome FedML 51 114 0 29 Nov 2016
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 314 4,659 0 18 Oct 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 412 17,615 0 17 Feb 2016
Privacy Preserving k Secure Sum Protocol Rashid Sheikh B. Kumar D. Mishra 82 54 0 04 Dec 2009

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