Entropy-driven Fair and Effective Federated Learning

29 January 2023

Papers citing "Entropy-driven Fair and Effective Federated Learning"

7 / 7 papers shown

Title
Achieving Distributive Justice in Federated Learning via Uncertainty Quantification Alycia N. Carey Xintao Wu FedML 25 0 0 22 Apr 2025
FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation Zhichao Wang Lin Wang Yongxin Guo Ying-Jun Angela Zhang Xiaoying Tang FedML 15 0 0 26 Oct 2024
FedFair^3: Unlocking Threefold Fairness in Federated Learning Simin Javaherian Sanjeev Panta Shelby Williams Md Sirajul Islam Li Chen FedML 10 5 0 29 Jan 2024
FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems Lin Wang Zhichao Wang Xi Leng Xiaoying Tang 10 1 0 31 Oct 2023
Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition Faisal Hamman Sanghamitra Dutta FedML 17 6 0 21 Jul 2023
Fairness and Privacy-Preserving in Federated Learning: A Survey Taki Hasan Rafi Faiza Anan Noor Tahmid Hussain Dong-Kyu Chae FedML 22 38 0 14 Jun 2023
The Fairness-Accuracy Pareto Front Susan Wei Marc Niethammer FaML 34 33 0 25 Aug 2020