Robust federated learning under statistical heterogeneity via hessian-weighted aggregation

DOI10.1007/s10994-022-06292-8MaRDI QIDQ6097164

Wei Luo, Adnan Ahmad, Antonio Robles-Kelly

Publication date: 12 June 2023

Published in: Machine Learning (Search for Journal in Brave)

zbMATH Keywords

federated learningmodel aggregationGauss-Newton methods in federated learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Computational Optimal Transport: With Applications to Data Science
• On mass transportation
• Hessian Matrix vs. Gauss–Newton Hessian Matrix
• Self-Scaling Variable Metric (SSVM) Algorithms
• Numerical Optimization
• Overcoming catastrophic forgetting in neural networks
• The Quasi-Cauchy Relation and Diagonal Updating
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