JOURNAL ARTICLE

Heterogeneity-aware fair federated learning

Xiaoli LiSiran ZhaoChuan ChenZibin Zheng

Year: 2022 Journal:   Information Sciences Vol: 619 Pages: 968-986   Publisher: Elsevier BV
Keywords:
Computer science Convergence (economics) Federated learning Variance (accounting) Process (computing) Fairness measure Machine learning Measure (data warehouse) Gini coefficient Artificial intelligence Key (lock) Gradient descent Inequality Data mining Economic inequality Artificial neural network Throughput Computer security Mathematics

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