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01/16/2021
Blind Optimal User Association in Small-Cell Networks
We learn optimal user association policies for traffic from different lo...
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04/06/2020
Multi-Agent Deep Stochastic Policy Gradient for Event Based Dynamic Spectrum Access
We consider the dynamic spectrum access (DSA) problem where K Internet o...
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01/16/2020
Online Convex Optimization for Caching Networks
We study the problem of wireless edge caching when file popularity is un...
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05/04/2019
Learning to Cooperate in D2D Caching Networks
We consider a wireless device-to-device (D2D) cooperative network where ...
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04/25/2019
Complexity of URLLC Scheduling and Efficient Approximation Schemes
In this paper we address the problem of joint admission control and reso...
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04/22/2019
Learning to Cache With No Regrets
This paper introduces a novel caching analysis that, contrary to prior w...
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04/01/2019
Learn2MAC: Online Learning Multiple Access for URLLC Applications
This paper addresses a fundamental limitation of previous random access ...
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05/30/2018
Model-Driven Artificial Intelligence for Online Network Optimization
Future 5G wireless networks will rely on agile and automated network man...
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02/07/2018
Adaptive Coded Caching for Fair Delivery over Fading Channels
The performance of existing coded caching schemes is sensitive to the wo...
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01/05/2018