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Distributed Learning with a Local Touch: Improving Efficiency in Multiparty Learning - Softcover

 
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  • PublisherTredition Gmbh
  • Publication date2024
  • ISBN 10 3384254228
  • ISBN 13 9783384254221
  • BindingPaperback
  • LanguageEnglish
  • Number of pages86

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Shiva
Published by Tredition Gmbh, 2024
ISBN 10: 3384254228 ISBN 13: 9783384254221
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Paperback. Condition: new. Paperback. Multiparty learning as an emerging topic, many of the related frameworks and ap-plications are proposed. In this section, we explore the extent of these frameworks and technologies. Yang et al.72 provide a comprehensive survey of existing works on a secure fed-erated learning framework. Bonawitz et al.8 build a scalable production system for Federated Learning in the domain of mobile devices. Konecn`yetal.30 propose ways to reduce communication costs in federated learning. Nishio and Yonetani44 propose a new Federated Learning protocol, FedCS, which can actively manage computing workers based on their resource conditions. Zhao et al.75 notice that conventional federated learning fails on learning non-IID data and propose a strategy to improve training on non-IID data by creating a small subset of data which is globally shared between all the edge devices. Smith et al.63 propose fed-erated multi-task learning, which is a novel systems-aware optimization method, MOCHA. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783384254221

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Shiva
Published by Tredition Jun 2024, 2024
ISBN 10: 3384254228 ISBN 13: 9783384254221
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 84 pp. Englisch. Seller Inventory # 9783384254221

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Shiva
Published by Tredition, 2024
ISBN 10: 3384254228 ISBN 13: 9783384254221
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Multiparty learning as an emerging topic, many of the related frameworks and ap-plications are proposed. In this section, we explore the extent of these frameworks and technologies.Yang et al.72 provide a comprehensive survey of existing works on a secure fed-erated learning framework. Bonawitz et al.8 build a scalable production system for Federated Learning in the domain of mobile devices. Konecn`yetal.30 propose ways to reduce communication costs in federated learning. Nishio and Yonetani44 propose a new Federated Learning protocol, FedCS, which can actively manage computing workers based on their resource conditions. Zhao et al.75 notice that conventional federated learning fails on learning non-IID data and propose a strategy to improve training on non-IID data by creating a small subset of data which is globally shared between all the edge devices. Smith et al.63 propose fed-erated multi-task learning, which is a novel systems-aware optimization method, MOCHA. Seller Inventory # 9783384254221

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Published by tredition, 2024
ISBN 10: 3384254228 ISBN 13: 9783384254221
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Multiparty learning as an emerging topic, many of the related frameworks and ap-plications are proposed. In this section, we explore the extent of these frameworks and technologies.Yang et al.72 provide a comprehensive survey of existing works on a secure f. Seller Inventory # 1704205624

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Shiva
Published by tredition, 2024
ISBN 10: 3384254228 ISBN 13: 9783384254221
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Taschenbuch. Condition: Neu. Distributed Learning with a Local Touch: Improving Efficiency in Multiparty Learning | Shiva | Taschenbuch | Paperback | Englisch | 2024 | tredition | EAN 9783384254221 | Verantwortliche Person für die EU: tredition GmbH, Heinz-Beusen-Stieg 5, 22926 Ahrensburg, support[at]tredition[dot]com | Anbieter: preigu. Seller Inventory # 129389367

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