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Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications

Aug 06, 2020
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah

* 20 pages, 14 figures; This article has been submitted to IEEE for possible publication 

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Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications

Aug 04, 2020
Li Wei, Chongwen Huang, George C. Alexandropoulos, Senior Member, IEEE, Chau Yuen, Senior Member, IEEE, Zhaoyang Zhang, Member, IEEE, Mérouane Debbah, Fellow, IEEE


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Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends

Dec 01, 2019
Chongwen Huang, Sha Hu, George C. Alexandropoulos, Alessio Zappone, Chau Yuen, Rui Zhang, Marco Di Renzo, Mérouane Debbah

* Submit to the possible magazine, 7-pages, 5-figures 

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Indoor Signal Focusing with Deep Learning Designed Reconfigurable Intelligent Surfaces

May 19, 2019
Chongwen Huang, George C. Alexandropoulos, Chau Yuen, Mérouane Debbah

* 5 pages, Accepted by SPAWC 2019 

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Deep Learning for UL/DL Channel Calibration in Generic Massive MIMO Systems

Mar 07, 2019
Chongwen Huang, George C. Alexandropoulos, Alessio Zappone, Chau Yuen, Mérouane Debbah

* 6-pages, accepted by ICC WC Symposium 2019 

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Wireless Network Intelligence at the Edge

Dec 07, 2018
Jihong Park, Sumudu Samarakoon, Mehdi Bennis, Mérouane Debbah

* 32 pages, 29 figures, 2 tables; This work has been submitted to the IEEE for possible publication 

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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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Distributed Power Allocation with SINR Constraints Using Trial and Error Learning

Feb 28, 2012
Luca Rose, Samir M. Perlaza, Mérouane Debbah, Christophe J. Le Martret

* 6 pages, 3 figures, accepted at WCNC 2012 

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Learning Equilibria with Partial Information in Decentralized Wireless Networks

Jun 14, 2011
Luca Rose, Samir M. Perlaza, Samson Lasaulce, Mérouane Debbah

* 16 pages, 5 figures, 1 table. To appear in IEEE Communication Magazine, special Issue on Game Theory 

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