Continual Horizontal Federated Learning for Heterogeneous Data

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Continual Horizontal Federated Learning for Heterogeneous Data

4 March 2022

Isamu Teranishi

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Papers citing "Continual Horizontal Federated Learning for Heterogeneous Data"

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Title
GraphFedMIG: Tackling Class Imbalance in Federated Graph Learning via Mutual Information-Guided Generation Xinrui Li Qilin Fan Tianfu Wang Kaiwen Wei Ke Yu Xu Zhang FedML 40 0 0 14 Aug 2025
Survey of Privacy Threats and Countermeasures in Federated Learning M. Hayashitani Junki Mori Isamu Teranishi FedML 184 1 0 01 Feb 2024
Federated Continual Learning via Knowledge Fusion: A Survey Xin Yang Hao Yu Xin Gao Hao Wang Junbo Zhang Tianrui Li FedML 121 59 0 27 Dec 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 162 16 0 16 Feb 2023
Personalised Federated Learning On Heterogeneous Feature Spaces A. Rakotomamonjy Maxime Vono H. M. Ruiz L. Ralaivola FedML 105 10 0 26 Jan 2023
Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals Daniel Gutiérrez Hafiz Muuhammad Hassan Lorella Landi A. Vitaletti I. Chatzigiannakis FedML 106 19 0 23 Aug 2022
FederBoost: Private Federated Learning for GBDT Zhihua Tian Rui Zhang Xiaoyang Hou Jian Liu K. Ren Jian Liu Kui Ren FedML AI4CE 223 73 0 05 Nov 2020