Towards Federated Clustering: A Federated Fuzzy $c$ -Means Algorithm (FFCM)

18 January 2022

Papers citing "Towards Federated Clustering: A Federated Fuzzy $c$-Means Algorithm (FFCM)"

21 / 21 papers shown

Title
Asynchronous Federated Clustering with Unknown Number of Clusters Yuyao Zhang Yiqun Zhang Yang Lu Mengke Li Xi Chen Y. Cheung FedML 55 0 0 31 Dec 2024
A Bayesian Framework for Clustered Federated Learning Peng Wu Tales Imbiriba Pau Closas FedML 53 0 0 20 Oct 2024
Federated One-Shot Ensemble Clustering Rui Duan Xin Xiong Jueyi Liu Katherine P. Liao Tianxi Cai FedML 21 0 0 12 Sep 2024
Jigsaw Game: Federated Clustering Jinxuan Xu Hong-You Chen Wei-Lun Chao Yuqian Zhang FedML 56 0 0 17 Jul 2024
Fair Federated Data Clustering through Personalization: Bridging the Gap between Diverse Data Distributions Shivam Gupta Tarushi Tsering Wangzes Shweta Jain FedML 36 0 0 05 Jul 2024
A Federated Learning Approach for Multi-stage Threat Analysis in Advanced Persistent Threat Campaigns Florian Nelles Abbas Yazdinejad Ali Dehghantanha R. Parizi Gautam Srivastava 46 4 0 19 Jun 2024
Architectural Blueprint For Heterogeneity-Resilient Federated Learning Satwat Bashir T. Dagiuklas Kasra Kassai Muddesar Iqbal 26 1 0 07 Mar 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 39 11 0 05 Mar 2024
CCFC++: Enhancing Federated Clustering through Feature Decorrelation Jie Yan Jing Liu Yi-Zi Ning Zhonghan Zhang FedML 19 2 0 20 Feb 2024
CCFC: Bridging Federated Clustering and Contrastive Learning Jie Yan Jing Liu Zhonghan Zhang FedML 48 3 0 12 Jan 2024
Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning Reda Khoufache M. Lebbah Hanene Azzag Étienne Goffinet D. Bouchaffra FedML 22 2 0 18 Dec 2023
Federated Learning for Short Text Clustering Mengling Hu Chaochao Chen Weiming Liu Xinting Liao Xiaolin Zheng FedML 17 0 0 23 Nov 2023
Dynamically Weighted Federated k-Means Patrick Holzer Tania Jacob Shubham Kavane FedML 27 1 0 23 Oct 2023
Federated Deep Multi-View Clustering with Global Self-Supervision Xinyue Chen Jie Xu Yazhou Ren X. Pu Ce Zhu Xiao-lan Zhu Zhifeng Hao Lifang He FedML 29 15 0 24 Sep 2023
Federated K-Means Clustering via Dual Decomposition-based Distributed Optimization V. Yfantis A. Wagner Martin Ruskowski FedML 17 1 0 25 Jul 2023
Stochastic Clustered Federated Learning Dun Zeng Xiangjing Hu Shiyu Liu Yue Yu Qifan Wang Zenglin Xu FedML 28 13 0 02 Mar 2023
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy Yifei Zhang Dun Zeng Jinglong Luo Zenglin Xu Irwin King FedML 84 48 0 21 Feb 2023
FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering Yongxin Guo Xiaoying Tang Tao R. Lin OOD FedML 38 8 0 29 Jan 2023
Differentially Private Federated Clustering over Non-IID Data Yiwei Li Shuai Wang Chong-Yung Chi Tony Q.S. Quek FedML 33 13 0 03 Jan 2023
Federated clustering with GAN-based data synthesis Jie Yan Jing Liu Jianpeng Qi Zhonghan Zhang FedML 39 7 0 29 Oct 2022
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data Wen-Hsuan Chu Chulin Xie Wei Ping Linyi Li Lang Yin Arash Nourian Hantong Zhao Bo-wen Li FedML 27 12 0 21 Jul 2022

Towards Federated Clustering: A Federated Fuzzy ccc-Means Algorithm (FFCM)

Papers citing "Towards Federated Clustering: A Federated Fuzzy $c$-Means Algorithm (FFCM)"

Towards Federated Clustering: A Federated Fuzzy $c$ -Means Algorithm (FFCM)