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Collaborative Distributed Machine Learning

Published in ACM Computing Surveys • Dec 24, 2024
NobleIDNI8P10W31R45S67
Authors:
David Jin
,
Niclas Kannengießer
,
Sascha Rank

Abstract

Various collaborative distributed machine learning (CDML) systems, including federated learning systems and swarm learning systems, with different key traits were developed to leverage resources for the development and use of machine learning models in a confidentiality-preserving way. To meet use c...

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