Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air

MM Amiri, D Gündüz - IEEE Transactions on Signal Processing, 2020 - ieeexplore.ieee.org
We study federated machine learning (ML) at the wireless edge, where power-and
bandwidth-limited wireless devices with local datasets carry out distributed stochastic …
被引用次数：553 相关文章

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

MM Amiri, D Gündüz - IEEE TRANSACTIONS ON SIGNAL …, 2020 - openreview.net
We study federated machine learning (ML) at the wireless edge, where power-and
bandwidth-limited wireless devices with local datasets carry out distributed stochastic …
[PDF] imperial.ac.uk

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

MM Amiri, D Gündüz - imperial.ac.uk
We study collaborative machine learning at the wireless edge, where power and bandwidth-
limited devices (workers), with limited local datasets, implement distributed stochastic …

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

MM Amiri, D Gündüz - 2019 IEEE International Symposium on …, 2019 - dl.acm.org
We study collaborative machine learning at the wireless edge, where power and bandwidth-
limited devices (workers), with limited local datasets, implement distributed stochastic …

[引用][C] Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air

MM Amiri, D Gunduz - IEEE Transactions on Signal Processing, 2020 - cir.nii.ac.jp
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air |
CiNii Research CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ移動 検索フォームへ …

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

MM Amiri, D Gunduz - arXiv preprint arXiv:1901.00844, 2019 - arxiv.org
We study federated machine learning (ML) at the wireless edge, where power-and
bandwidth-limited wireless devices with local datasets carry out distributed stochastic …

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

M Mohammadi Amiri, D Gunduz - IEEE International Symposium on …, 2019 - iris.unimore.it
We study collaborative machine learning at the wireless edge, where power and bandwidth-
limited devices (workers), with limited local datasets, implement distributed stochastic …

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

MM Amiri, D Gunduz - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
We study federated machine learning (ML) at the wireless edge, where power-and
bandwidth-limited wireless devices with local datasets carry out distributed stochastic …

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

MM Amiri, D Gündüz - 2019 IEEE International Symposium on …, 2019 - ieeexplore.ieee.org
We study collaborative machine learning at the wireless edge, where power and bandwidth-
limited devices (workers), with limited local datasets, implement distributed stochastic …

[引用][C] Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air

M Mohammadi Amiri, D Gunduz - IEEE Transactions on …, 2020 - ui.adsabs.harvard.edu
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air
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