Architecture Agnostic Federated Learning for Neural Networks

15 February 2022

Papers citing "Architecture Agnostic Federated Learning for Neural Networks"

25 / 25 papers shown

Title
From Laboratory to Real World: A New Benchmark Towards Privacy-Preserved Visible-Infrared Person Re-Identification Yan Jiang Hao Yu Xu Cheng Haoyu Chen Zhaodong Sun Guoying Zhao 42 1 0 15 Mar 2025
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients Xiuwen Fang Mang Ye Bo Du FedML 66 1 0 12 Mar 2025
Federated Model Heterogeneous Matryoshka Representation Learning Liping Yi Han Yu Chao Ren Gang Wang Xiaoguang Liu Xiaoxiao Li FedML 30 8 0 01 Jun 2024
Federated Learning for Estimating Heterogeneous Treatment Effects Disha Makhija Joydeep Ghosh Yejin Kim CML FedML 22 2 0 27 Feb 2024
Horizontal Federated Computer Vision Paul K. Mandal Cole Leo Connor Hurley FedML ObjD 20 0 0 31 Dec 2023
Model-Heterogeneous Federated Learning for Internet of Things: Enabling Technologies and Future Directions Boyu Fan Siyang Jiang Xiang Su Pan Hui 10 5 0 19 Dec 2023
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Liping Yi Han Yu Zhuan Shi Gang Wang Xiaoguang Liu Lizhen Cui Xiaoxiao Li FedML 27 6 0 14 Dec 2023
pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing Liping Yi Han Yu Gang Wang Xiaoguang Liu 19 7 0 12 Nov 2023
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning Kangyang Luo Shuai Wang Y. Fu Xiang Li Yunshi Lan Minghui Gao FedML 11 23 0 24 Sep 2023
UNIDEAL: Curriculum Knowledge Distillation Federated Learning Yuwen Yang Chang Liu Xun Cai Suizhi Huang Hongtao Lu Yue Ding FedML 29 8 0 16 Sep 2023
Heterogeneous Federated Learning: State-of-the-art and Research Challenges Mang Ye Xiuwen Fang Bo Du PongChi Yuen Dacheng Tao FedML AAML 29 244 0 20 Jul 2023
Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization Ganyu Wang Qingsong Zhang Li Xiang Boyu Wang Bin Gu Charles X. Ling FedML 14 2 0 28 Jun 2023
Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings Disha Makhija Joydeep Ghosh Nhat Ho FedML 11 2 0 13 Jun 2023
Global Layers: Non-IID Tabular Federated Learning Yazan Obeidi FedML 26 0 0 29 May 2023
Collaborative Learning via Prediction Consensus Dongyang Fan Celestine Mendler-Dünner Martin Jaggi FedML 20 7 0 29 May 2023
A Generalized Look at Federated Learning: Survey and Perspectives Taki Hasan Rafi Faiza Anan Noor Tahmid Hussain Dong-Kyu Chae Zhaohui Yang OOD FedML 22 0 0 26 Mar 2023
FedGH: Heterogeneous Federated Learning with Generalized Global Header Liping Yi Gang Wang Xiaoguang Liu Zhuan Shi Han Yu FedML 12 71 0 23 Mar 2023
Personalised Federated Learning On Heterogeneous Feature Spaces A. Rakotomamonjy Maxime Vono H. M. Ruiz L. Ralaivola FedML 13 8 0 26 Jan 2023
Decentralized Learning with Multi-Headed Distillation A. Zhmoginov Mark Sandler Nolan Miller Gus Kristiansen Max Vladymyrov FedML 17 4 0 28 Nov 2022
Completely Heterogeneous Federated Learning Chang-Shu Liu Yuwen Yang Xun Cai Yue Ding Hongtao Lu FedML 15 8 0 28 Oct 2022
Federated Learning of Neural ODE Models with Different Iteration Counts Yuto Hoshino Hiroki Kawakami Hiroki Matsutani FedML 10 0 0 19 Aug 2022
Personalized Subgraph Federated Learning Jinheon Baek Wonyong Jeong Jiongdao Jin Jaehong Yoon Sung Ju Hwang FedML 9 51 0 21 Jun 2022
Federated Self-supervised Learning for Heterogeneous Clients Disha Makhija Nhat Ho Joydeep Ghosh FedML 41 25 0 25 May 2022
Improving Transformers with Probabilistic Attention Keys Tam Nguyen T. Nguyen Dung D. Le Duy Khuong Nguyen Viet-Anh Tran Richard G. Baraniuk Nhat Ho Stanley J. Osher 45 32 0 16 Oct 2021
FedProto: Federated Prototype Learning across Heterogeneous Clients Yue Tan Guodong Long Lu Liu Tianyi Zhou Qinghua Lu Jing Jiang Chengqi Zhang FedML 151 455 0 01 May 2021