Communication Efficient Distributed Learning over Wireless Channels

Communication Efficient Distributed Learning over Wireless Channels

4 September 2022

Papers citing "Communication Efficient Distributed Learning over Wireless Channels"

10 / 10 papers shown

Title
Medium Access Control protocol for Collaborative Spectrum Learning in Wireless Networks Tomer Boyarski Wenbo Wang Amir Leshem 29 3 0 25 Oct 2021
Personalized Federated Learning with Gaussian Processes Idan Achituve Aviv Shamsian Aviv Navon Gal Chechik Ethan Fetaya FedML 68 104 0 29 Jun 2021
GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning Idan Achituve Aviv Navon Yochai Yemini Gal Chechik Ethan Fetaya GP 35 34 0 15 Feb 2021
To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices Liang Li Dian Shi Ronghui Hou Hui Li Miao Pan Zhu Han FedML 62 151 0 22 Dec 2020
Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization Zhize Li D. Kovalev Xun Qian Peter Richtárik FedML AI4CE 94 137 0 26 Feb 2020
A Survey on Distributed Machine Learning Joost Verbraeken Matthijs Wolting Jonathan Katzy Jeroen Kloppenburg Tim Verbelen Jan S. Rellermeyer OOD 81 707 0 20 Dec 2019
Distributed Learning for Channel Allocation Over a Shared Spectrum S. M. Zafaruddin Ilai Bistritz Amir Leshem Dusit Niyato 35 38 0 17 Feb 2019
SecureBoost: A Lossless Federated Learning Framework Kewei Cheng Tao Fan Yilun Jin Yang Liu Tianjian Chen Dimitrios Papadopoulos Qiang Yang FedML 95 583 0 25 Jan 2019
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 178 19,271 0 13 Jan 2018
A Fundamental Tradeoff between Computation and Communication in Distributed Computing Songze Li M. Maddah-ali Qian-long Yu A. Avestimehr OT 53 451 0 24 Apr 2016

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