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Publication Detail
Federated Learning: The Pioneering Distributed Machine Learning and Privacy-Preserving Data Technology
  • Publication Type:
    Journal article
  • Publication Sub Type:
    Article
  • Authors:
    Treleaven P, Smietanka M, Pithadia H
  • Publication date:
    11/04/2022
  • Pagination:
    20, 29
  • Journal:
    Computer
  • Volume:
    55
  • Issue:
    4
  • Status:
    Published
  • Print ISSN:
    0018-9162
Abstract
Federated learning (pioneered by Google) is a new class of machine learning models trained on distributed data sets, and equally important, a key privacy-preserving data technology. The contribution of this article is to place it in perspective to other data science technologies.
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