Blind over-the-air computation for federated learning

Yuanming Shi; Kai Yang; Zhanpeng Yang; Yong Zhou

doi:10.1016/b978-0-12-823817-2.00021-8

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Blind over-the-air computation for federated learning

Yuanming Shi Kai Yang Zhanpeng Yang Yong Zhou

Year: 2021 Elsevier eBooks Pages: 167-173 Publisher: Elsevier BV

DOI: 10.1016/b978-0-12-823817-2.00021-8

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Keywords:

Computation Computer science Overhead (engineering) Bilinear interpolation Convergence (economics) Channel state information Federated learning Scheme (mathematics) State (computer science) Distributed computing Computer engineering Algorithm Wireless Telecommunications Computer vision Mathematics

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Stochastic Gradient Optimization Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Distributed Sensor Networks and Detection Algorithms

Physical Sciences → Computer Science → Computer Networks and Communications

Blind over-the-air computation for federated learning

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