FAC-fed: federated adaptation for fairness and concept drift aware stream classification

DOI10.1007/s10994-023-06360-7WikidataQ123121008 ScholiaQ123121008MaRDI QIDQ6134343

Marco Fisichella, Wolfgang Nejdl, Maryam Badar

Publication date: 22 August 2023

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

zbMATH Keywords

fairnessprivacydeep neural networkfederated learninghedge backpropagationstream classification

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Algorithm for finding all \(k\) nearest neighbors
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• On fair selection in the presence of implicit and differential variance
• Knowledge Discovery from Data Streams

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