Xinyi Xu
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Xinyi Xu
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CollaborativeFairFederatedLearning
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Official implementation of our work "Collaborative Fairness in Federated Learning."
Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning
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Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurIPS'21.
Robust-and-Fair-Federated-Learning
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Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".