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Federated Learning Systems
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Pages: 207
Authors: Muhammad Habib ur Rehman
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-11 - Publisher: Springer Nature

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This book covers the research area from multiple viewpoints including bibliometric analysis, reviews, empirical analysis, platforms, and future applications. Th
Federated Learning
Language: en
Pages: 291
Authors: Qiang Yang
Categories: Computers
Type: BOOK - Published: 2020-11-25 - Publisher: Springer Nature

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This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applicati
Advances and Open Problems in Federated Learning
Language: en
Pages: 226
Authors: Peter Kairouz
Categories:
Type: BOOK - Published: 2021-06-23 - Publisher:

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The term Federated Learning was coined as recently as 2016 to describe a machine learning setting where multiple entities collaborate in solving a machine learn
Big Data over Networks
Language: en
Pages: 459
Authors: Shuguang Cui
Categories: Computers
Type: BOOK - Published: 2016-01-14 - Publisher: Cambridge University Press

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Examines the crucial interaction between big data and communication, social and biological networks using critical mathematical tools and state-of-the-art resea
Federated Learning for Wireless Networks
Language: en
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Authors: Choong Seon Hong
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Type: BOOK - Published: 2022-12-03 - Publisher: Springer

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Recently machine learning schemes have attained significant attention as key enablers for next-generation wireless systems. Currently, wireless systems are most