136 related articles for article (PubMed ID: 37037249)
1. Towards Fairness-Aware Federated Learning.
Shi Y; Yu H; Leung C
IEEE Trans Neural Netw Learn Syst; 2023 Apr; PP():. PubMed ID: 37037249
[TBL] [Abstract][Full Text] [Related]
2. Privacy and Robustness in Federated Learning: Attacks and Defenses.
Lyu L; Yu H; Ma X; Chen C; Sun L; Zhao J; Yang Q; Yu PS
IEEE Trans Neural Netw Learn Syst; 2022 Nov; PP():. PubMed ID: 36355741
[TBL] [Abstract][Full Text] [Related]
3. Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare.
Wang T; Zhang K; Cai J; Gong Y; Choo KR; Guo Y
J Healthc Inform Res; 2024 Jun; 8(2):181-205. PubMed ID: 38681759
[TBL] [Abstract][Full Text] [Related]
4. Fair detection of poisoning attacks in federated learning on non-i.i.d. data.
Singh AK; Blanco-Justicia A; Domingo-Ferrer J
Data Min Knowl Discov; 2023 Jan; ():1-26. PubMed ID: 36619003
[TBL] [Abstract][Full Text] [Related]
5. Unified fair federated learning for digital healthcare.
Zhang F; Shuai Z; Kuang K; Wu F; Zhuang Y; Xiao J
Patterns (N Y); 2024 Jan; 5(1):100907. PubMed ID: 38264718
[TBL] [Abstract][Full Text] [Related]
6. Federated Graph Neural Networks: Overview, Techniques, and Challenges.
Liu R; Xing P; Deng Z; Li A; Guan C; Yu H
IEEE Trans Neural Netw Learn Syst; 2024 Feb; PP():. PubMed ID: 38329860
[TBL] [Abstract][Full Text] [Related]
7. The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach.
Matschinske J; Späth J; Bakhtiari M; Probul N; Kazemi Majdabadi MM; Nasirigerdeh R; Torkzadehmahani R; Hartebrodt A; Orban BA; Fejér SJ; Zolotareva O; Das S; Baumbach L; Pauling JK; Tomašević O; Bihari B; Bloice M; Donner NC; Fdhila W; Frisch T; Hauschild AC; Heider D; Holzinger A; Hötzendorfer W; Hospes J; Kacprowski T; Kastelitz M; List M; Mayer R; Moga M; Müller H; Pustozerova A; Röttger R; Saak CC; Saranti A; Schmidt HHHW; Tschohl C; Wenke NK; Baumbach J
J Med Internet Res; 2023 Jul; 25():e42621. PubMed ID: 37436815
[TBL] [Abstract][Full Text] [Related]
8. Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints.
Sattler F; Muller KR; Samek W
IEEE Trans Neural Netw Learn Syst; 2021 Aug; 32(8):3710-3722. PubMed ID: 32833654
[TBL] [Abstract][Full Text] [Related]
9. Federated Learning in Edge Computing: A Systematic Survey.
Abreha HG; Hayajneh M; Serhani MA
Sensors (Basel); 2022 Jan; 22(2):. PubMed ID: 35062410
[TBL] [Abstract][Full Text] [Related]
10. Securing federated learning with blockchain: a systematic literature review.
Qammar A; Karim A; Ning H; Ding J
Artif Intell Rev; 2023; 56(5):3951-3985. PubMed ID: 36160367
[TBL] [Abstract][Full Text] [Related]
11. Federated learning for 6G-enabled secure communication systems: a comprehensive survey.
Sirohi D; Kumar N; Rana PS; Tanwar S; Iqbal R; Hijjii M
Artif Intell Rev; 2023 Mar; ():1-93. PubMed ID: 37362891
[TBL] [Abstract][Full Text] [Related]
12. Federated Learning for Vehicular Internet of Things: Recent Advances and Open Issues.
Du Z; Wu C; Yoshinaga T; Yau KA; Ji Y; Li J
IEEE Comput Graph Appl; 2020 May; ():. PubMed ID: 32386144
[TBL] [Abstract][Full Text] [Related]
13. Architectural Design of a Blockchain-Enabled, Federated Learning Platform for Algorithmic Fairness in Predictive Health Care: Design Science Study.
Liang X; Zhao J; Chen Y; Bandara E; Shetty S
J Med Internet Res; 2023 Oct; 25():e46547. PubMed ID: 37902833
[TBL] [Abstract][Full Text] [Related]
14. Limitations and Future Aspects of Communication Costs in Federated Learning: A Survey.
Asad M; Shaukat S; Hu D; Wang Z; Javanmardi E; Nakazato J; Tsukada M
Sensors (Basel); 2023 Aug; 23(17):. PubMed ID: 37687814
[TBL] [Abstract][Full Text] [Related]
15. A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods.
Khajehali N; Yan J; Chow YW; Fahmideh M
Sensors (Basel); 2023 Aug; 23(16):. PubMed ID: 37631771
[TBL] [Abstract][Full Text] [Related]
16. A Cluster-Driven Adaptive Training Approach for Federated Learning.
Jeong Y; Kim T
Sensors (Basel); 2022 Sep; 22(18):. PubMed ID: 36146408
[TBL] [Abstract][Full Text] [Related]
17. Balanced Federated Semisupervised Learning With Fairness-Aware Pseudo-Labeling.
Wei XX; Huang H
IEEE Trans Neural Netw Learn Syst; 2023 Jan; PP():. PubMed ID: 37018604
[TBL] [Abstract][Full Text] [Related]
18. Multimodal Federated Learning: A Survey.
Che L; Wang J; Zhou Y; Ma F
Sensors (Basel); 2023 Aug; 23(15):. PubMed ID: 37571768
[TBL] [Abstract][Full Text] [Related]
19. Blockchain for federated learning toward secure distributed machine learning systems: a systemic survey.
Li D; Han D; Weng TH; Zheng Z; Li H; Liu H; Castiglione A; Li KC
Soft comput; 2022; 26(9):4423-4440. PubMed ID: 34840525
[TBL] [Abstract][Full Text] [Related]
20. Federated Learning on Clinical Benchmark Data: Performance Assessment.
Lee GH; Shin SY
J Med Internet Res; 2020 Oct; 22(10):e20891. PubMed ID: 33104011
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]