collaborative-fairness

Here are 3 public repositories matching this topic...

XinyiYS / Robust-and-Fair-Federated-Learning

Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".

federated-learning adversarial-robustness collaborative-fairness

Updated May 28, 2024
Python

tnurbek / shapfed

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[IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning

fairness fl federated-learning shapley-values collaborative-fairness contribution-assessment contribution-valuation fair-federated-learning

Updated Dec 4, 2025
Python

tnurbek / aequa

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[ICML 2025] Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks

fairness fl federated-learning slimmable-networks collaborative-fairness reward-allocation

Updated Feb 27, 2026
Python

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