Name: Federated and Transfer Learning (en Inglés)
SKU: 63496555
Price: 50.44 USD
Availability: InStock
Author: Boyu Wang;Matthew E. Taylor;Roozbeh Razavi-Far
ISBN: 9783031117497

portada Federated and Transfer Learning (en Inglés)

Federated and Transfer Learning (en Inglés)

Formato

Libro Físico

Editorial

Springer Nature B.V.

Autor

Boyu Wang;Matthew E. Taylor;Roozbeh Razavi-Far

Año

2022

Idioma

Inglés

N° páginas

380

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6 cm

ISBN13

9783031117497

Federated and Transfer Learning (en Inglés)

Boyu Wang;Matthew E. Taylor;Roozbeh Razavi-Far (Autor) · Springer Nature B.V. · Tapa Blanda

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Reseña del libro "Federated and Transfer Learning (en Inglés)"

This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and addressing theoretical issues on improving the privacy and incentive factors of federated learning as well as its connection with transfer learning and reinforcement learning. Over the last few years, the machine learning community has become fascinated by federated and transfer learning. Transfer and federated learning have achieved great success and popularity in many different fields of application. The intended audience of this book is students and academics aiming to apply federated and transfer learning to solve different kinds of real-world problems, as well as scientists, researchers, and practitioners in AI industries, autonomous vehicles, and cyber-physical systems who wish to pursue new scientific innovations and update their knowledge on federated and transfer learning and their applications.