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Hardcover Federated Learning: Fundamentals and Advances Book
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ISBN: 9811970823

ISBN13: 9789811970825

Federated Learning: Fundamentals and Advances

by , ,
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This book introduces readers to the fundamentals of and recent advances in federated learning, focusing on reducing communication costs, improving computational efficiency, and enhancing the security level. Federated learning is a distributed machine learning paradigm which enables model training on a large body of decentralized data. Its goal is to make full use of data across organizations or devices while meeting regulatory, privacy, and security...

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Format: Hardcover

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