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11/29/2022
Multi-Server Over-the-Air Federated Learning
In this work, we propose a communication-efficient two-layer federated l...
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11/19/2021
Over-the-Air Federated Learning with Retransmissions (Extended Version)
Motivated by increasing computational capabilities of wireless devices, ...
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08/31/2020
Wireless for Machine Learning
As data generation increasingly takes place on devices without a wired c...
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03/03/2020
Will Scale-free Popularity Develop Scale-free Geo-social Networks?
Empirical results show that spatial factors such as distance, population...
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10/10/2019
Dynamic Spectrum Sharing for Load Balancing in Multi-Cell Mobile Edge Computing
Large-scale mobile edge computing (MEC) systems require scalable solutio...
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05/15/2017
Distributed Algorithms for Feature Extraction Off-loading in Multi-Camera Visual Sensor Networks
Real-time visual analysis tasks, like tracking and recognition, require ...
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04/10/2017