Pervasive Machine Learning for Smart Radio Environments Enabled by
Reconfigurable Intelligent Surfaces

Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces

8 May 2022

G. C. Alexandropoulos

Kyriakos Stylianopoulos

Mérouane Debbah

Papers citing "Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces"

9 / 9 papers shown

Title
Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks Kyriakos Stylianopoulos P. Lorenzo G. C. Alexandropoulos 46 0 0 31 Mar 2025
On the Detection of Non-Cooperative RISs: Scan B-Testing via Deep Support Vector Data Description George Stamatelis Panagiotis Gavriilidis Aymen Fakhreddine G. C. Alexandropoulos 26 1 0 05 Nov 2024
Multi-Agent Reinforcement Learning for Offloading Cellular Communications with Cooperating UAVs Abhishek Mondal Deepak Mishra G. Prasad G. C. Alexandropoulos A. Al-nahari Riku Jantti 8 2 0 05 Feb 2024
Autoregressive Attention Neural Networks for Non-Line-of-Sight User Tracking with Dynamic Metasurface Antennas Kyriakos Stylianopoulos Murat Bayraktar N. G. Prelcic G. C. Alexandropoulos 18 5 0 30 Oct 2023
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations Charbel Bou Chaaya S. Samarakoon M. Bennis OOD 11 0 0 02 Jun 2023
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces Kyriakos Stylianopoulos M. Merluzzi P. Lorenzo G. C. Alexandropoulos 25 9 0 18 May 2023
Robust mmWave Beamforming by Self-Supervised Hybrid Deep Learning Fenghao Zhu Bohao Wang Zhaohui Yang Chongwen Huang Zhaoyang Zhang G. C. Alexandropoulos Chau Yuen Merouane Debbah 14 12 0 09 Mar 2023
Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design Chongwen Huang Zhaohui Yang G. C. Alexandropoulos Kai Xiong Li Wei Chau Yuen Zhaoyang Zhang Merouane Debbah 15 324 0 22 Jan 2021
Deep learning in ultrasound imaging Ruud J. G. van Sloun Regev Cohen Yonina C. Eldar 12 224 0 05 Jul 2019