Joint Graph Estimation and Signal Restoration for Robust Federated Learning

Joint Graph Estimation and Signal Restoration for Robust Federated Learning

16 May 2025

Tsutahiro Fukuhara

Hiroshi Higashi

ArXiv (abs)PDF HTML

Papers citing "Joint Graph Estimation and Signal Restoration for Robust Federated Learning"

14 / 14 papers shown

Title
Federated Learning for Smart Healthcare: A Survey Dinh C. Nguyen Quoc-Viet Pham P. Pathirana Ming Ding Aruna Seneviratne Zihuai Lin O. Dobre Won Joo Hwang FedML 83 552 0 16 Nov 2021
Federated Learning: Opportunities and Challenges P. Mammen FedML 114 224 0 14 Jan 2021
Personalized Cross-Silo Federated Learning on Non-IID Data Yutao Huang Lingyang Chu Zirui Zhou Lanjun Wang Jiangchuan Liu J. Pei Yong Zhang FedML 105 613 0 07 Jul 2020
An Efficient Framework for Clustered Federated Learning Avishek Ghosh Jichan Chung Dong Yin Kannan Ramchandran FedML 89 870 0 07 Jun 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 283 6,307 0 10 Dec 2019
Federated Learning with Personalization Layers Manoj Ghuhan Arivazhagan V. Aggarwal Aaditya Kumar Singh Sunav Choudhary FedML 96 843 0 02 Dec 2019
Robust Federated Learning with Noisy Communication F. Ang Li Chen Senior Member Ieee Nan Zhao Senior Member Ieee Yunfei Chen Weidong Wang Feng Yu FedML 58 117 0 01 Nov 2019
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints Felix Sattler K. Müller Wojciech Samek FedML 167 1,011 0 04 Oct 2019
Federated Learning over Wireless Fading Channels M. Amiri Deniz Gunduz 122 512 0 23 Jul 2019
Federated Learning via Over-the-Air Computation Kai Yang Tao Jiang Yuanming Shi Z. Ding FedML 96 881 0 31 Dec 2018
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 192 5,247 0 14 Dec 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 414 17,653 0 17 Feb 2016
How to learn a graph from smooth signals Vassilis Kalofolias 90 516 0 11 Jan 2016
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 140 3,988 0 31 Oct 2012