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cs.LG2025
Performance Analysis of Decentralized Federated Learning Deployments
Chengyan Jiang, Jiamin Fan, Talal Halabi +1
The widespread adoption of smartphones and smart wearable devices has led to the widespread use of Centralized Federated Learning (CFL) for training powerful machine learning model…
cs.LG2023
Preventing Discriminatory Decision-making in Evolving Data Streams
Zichong Wang, Nripsuta Saxena, Tongjia Yu +8
Bias in machine learning has rightly received significant attention over the last decade. However, most fair machine learning (fair-ML) work to address bias in decision-making syst…