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03/07/2022
Privacy Leakage in Proactive VR Streaming: Modeling and Tradeoff
Proactive tile-based virtual reality (VR) video streaming employs the vi...
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09/13/2020
A Tutorial of Ultra-Reliable and Low-Latency Communications in 6G: Integrating Theoretical Knowledge into Deep Learning
As one of the key communication scenarios in the 5th and also the 6th ge...
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05/30/2020
Optimizing Ultra-Reliable and Low-Latency Communication Systems with Unsupervised Learning
Supervised learning has been introduced to wireless communications to so...
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05/18/2020
Data Represention for Deep Learning with Priori Knowledge of Symmetric Wireless Tasks
Deep neural networks (DNNs) have been applied to address various wireles...
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01/03/2020
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning
Resource allocation and transceivers in wireless networks are usually de...
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10/29/2019
Proactive Optimization with Unsupervised Learning
Proactive resource allocation, say proactive caching at wireless edge, h...
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07/30/2019
Model-Free Unsupervised Learning for Optimization Problems with Constraints
In many optimization problems in wireless communications, the expression...
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05/27/2019
Learning to Optimize with Unsupervised Learning: Training Deep Neural Networks for URLLC
Learning the optimized solution as a function of environmental parameter...
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04/26/2019