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Differentially private federated learning with non-IID data
ComputingShuyan Cheng +3 more
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Non-IID-Aware Multi-Model Federated Learning
2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)Cláudio Gustavo S. Capanema +3 more
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Data-free knowledge distillation via generator-free data generation for Non-IID federated learning
Neural NetworksTianchi Liao, Lele Fu, Chuan Chen
exaly
Non-IID Federated Learning With Sharper Risk Bound
IEEE Transactions on Neural Networks and Learning SystemsBojian Wei, Jian Li, Weiping Wang
exaly
Federated graph neural networks in non-IID scenarios—A comprehensive survey
NeurocomputingSaeed Samet +1 more
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Tackling Non-IID for Federated Learning with Components Alignment
Baolu Xue +3 moreopenaire +1 more source