Fairness-aware Agnostic Federated Learning

Author:

Du Wei,Xu Depeng,Wu Xintao,Tong Hanghang

Publisher

Society for Industrial and Applied Mathematics

Cited by 39 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Quantifying Bytes: Understanding Practical Value of Data Assets in Federated Learning;Tsinghua Science and Technology;2025-02

2. Ferrari: A Personalized Federated Learning Framework for Heterogeneous Edge Clients;IEEE Transactions on Mobile Computing;2024-10

3. Mitigating Demographic Bias of Federated Learning Models via Robust-Fair Domain Smoothing: A Domain-Shifting Approach;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

4. Fairness-Aware Federated Learning Framework on Heterogeneous Data Distributions;ICC 2024 - IEEE International Conference on Communications;2024-06-09

5. Mitigating Group Bias in Federated Learning for Heterogeneous Devices;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03

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