FedFair3: Unlocking Threefold Fairness in Federated Learning

Author:

Javaherian Simin1,Panta Sanjeev1,Williams Shelby1,Islam Md Sirajul1,Chen Li1

Affiliation:

1. School of Computing and Informatics, University of Louisiana,Lafayette

Funder

National Science Foundation

Publisher

IEEE

Reference32 articles.

1. Oort: Efficient federated learning via guided participant selection;Lai,2021

2. Fair resource allocation in federated learning;Li;arXiv preprint,2019

3. Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning

4. Communication-efficient learning of deep networks from decentralized data;McMahan;Artificial intelligence and statistics,2017

5. Communication-efficient algorithms for statistical optimization

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