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From Enormous Structured Models to On-device Federated Learning
Language: en
Pages: 0
Authors: Krishna Pillutla
Categories:
Type: BOOK - Published: 2022 - Publisher:

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Artificial intelligence has been shaped by three revolutions in recent years: (1) differentiable programming, the practice of writing programs by chaining param
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
Handbook on Federated Learning
Language: en
Pages: 381
Authors: Saravanan Krishnan
Categories: Computers
Type: BOOK - Published: 2024-01-09 - Publisher: CRC Press

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Mobile, wearable, and self-driving telephones are just a few examples of modern distributed networks that generate enormous amount of information every day. Due
Advancing Software Engineering Through AI, Federated Learning, and Large Language Models
Language: en
Pages: 375
Authors: Sharma, Avinash Kumar
Categories: Computers
Type: BOOK - Published: 2024-05-02 - Publisher: IGI Global

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The rapid evolution of software engineering demands innovative approaches to meet the growing complexity and scale of modern software systems. Traditional metho
Federated Learning
Language: en
Pages: 531
Authors: Heiko Ludwig
Categories: Computers
Type: BOOK - Published: 2022-07-07 - Publisher: Springer Nature

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Federated Learning: A Comprehensive Overview of Methods and Applications presents an in-depth discussion of the most important issues and approaches to federate