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Search results for federated learning fairness

federated-learning x

5 search results found

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

Collaborativefairfederatedlearning ⭐ 25

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

Gradient Driven Rewards To Guarantee Fairness In Collaborative Machine Learning ⭐ 16

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

Apprenticeship ⭐ 13

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

[UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition

1-5 of 5 search results

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