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When Machine Learning Meets Wireless Cellular Networks: Deployment, Challenges, and Applications

Nov 08, 2019
Ursula Challita, Henrik A. Ryden, Hugo Tullberg


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Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems

May 08, 2018
Aidin Ferdowsi, Ursula Challita, Walid Saad, Narayan B. Mandayam

* 8 pages, 4 figures 

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Artificial Intelligence for Wireless Connectivity and Security of Cellular-Connected UAVs

May 07, 2018
Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad


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Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management

Jan 16, 2018
Ursula Challita, Walid Saad, Christian Bettstetter


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Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems

Dec 12, 2017
Aidin Ferdowsi, Ursula Challita, Walid Saad

* 5 figures 

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Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks

Oct 09, 2017
Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah


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Proactive Resource Management in LTE-U Systems: A Deep Learning Perspective

Feb 22, 2017
Ursula Challita, Li Dong, Walid Saad


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