Federated learning fundamentals and advances /

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...

Full description

Main Author: Jin, Yaochu, 1966-
Other Authors: Zhu, Hangyu., Xu, JinJin., Chen, Yang., SpringerLink (Online service)
Format: Electronic
Language: English
Published: Singapore : Springer, 2023.
Singapore : 2023.
Physical Description: 1 online resource.
Series: Machine learning (Springer (Firm))
Subjects:

CMU Electronic Access

Electronic Resource Click Here
LocationCall Number: Status
CMU Electronic Access Available