
The author explores the interplay between global and local fairness in federated learning using information decomposition, highlighting trade-offs and fundamental limits.


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Understanding-Fairness-Trade-offs-in-Federated-Learning-Using-Information-Decomposition


Understanding Fairness Trade-offs in Federated Learning Using Information Decomposition


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Information-theoretic perspective reveals trade-offs between global and local fairness in Federated Learning.


demystifying-local-and-global-fairness-trade-offs-in-federated-learning-using-partial-information-decomposition


Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition
