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1. CollaborativeFairFederatedLearning CollaborativeFairFederatedLearning Public

   Official implementation of our work "Collaborative Fairness in Federated Learning."

   Python 47 12

2. Robust-and-Fair-Federated-Learning Robust-and-Fair-Federated-Learning Public

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

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3. Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning Public

   Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurIPS'21.

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4. CML-RewardDistribution CML-RewardDistribution Public

   The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.

   Python 5 1

5. ModelShapley ModelShapley Public

   Implementation of our NeurIPS'23 paper: Model Shapley: Equitable Model Valuation with Black-box Access.

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6. pysc2 pysc2 Public

   Forked from google-deepmind/pysc2

   StarCraft II Learning Environment

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