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Fundamental Limits of Communication Efficiency for Model Aggregation in Distributed Learning: A Rate-Distortion Approach


Jun 28, 2022
Naifu Zhang, Meixia Tao, Jia Wang, Fan Xu

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* 30 pages, 8 figures, the conference version has been accepted by ISIT2021 

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Rate Region for Indirect Multiterminal Source Coding in Federated Learning


Jan 26, 2021
Naifu Zhang, Meixia Tao, Jia Wang

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* The experiment setup of non-IID setting in section III-A is unreasonable 

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Extended Radial Basis Function Controller for Reinforcement Learning


Sep 12, 2020
Nicholas Capel, Naifu Zhang

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MQA: Answering the Question via Robotic Manipulation


Mar 10, 2020
Yuhong Deng, Naifu Zhang, Di Guo, Huaping Liu, Fuchun Sun, Chen Pang, Jing Pang

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Gradient Statistics Aware Power Control for Over-the-Air Federated Learning in Fading Channels


Mar 04, 2020
Naifu Zhang, Meixia Tao

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* 30 pages, 8 figures 

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