Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air

DOI10.1109/TSP.2020.2981904MaRDI QIDQ5102753

Mohammad Mohammadi Amiri, Deniz Gunduz

Publication date: 23 September 2022

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1901.00844

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (2)

FL-MAC-RDP: federated learning over multiple access channels with Rényi differential privacy ⋮ Over-the-Air computation for distributed machine learning and consensus in large wireless networks

This page was built for publication: Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air