Ilyes Mrad

According to our database, Ilyes Mrad authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Joint learning and optimization for Federated Learning in NOMA-based networks.

Ilyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj

Pervasive Mob. Comput., February, 2023

RL-CEALS: Reinforcement Learning for Collaborative Edge Assisted Live Streaming.

Ilyes Mrad, Emna Baccour, Ridha Hamila, Muhammad Asif Khan, Aiman Erbad, Mounir Hamdi

Proceedings of the IEEE Symposium on Computers and Communications, 2023

2022

Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design.

Ilyes Mrad, Lutfi Samara, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

2021

Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints.

Ilyes Mrad, Lutfi Samara, Alaa Awad Abdellatif, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad

Proceedings of the IEEE Global Communications Conference, 2021

Machine Learning Screening of COVID-19 Patients Based on X-ray Images for Imbalanced Classes.

Ilyes Mrad, Ridha Hamila, Aiman Erbad, Tahir Hamid, Rashid Mazhar, Nasser Al-Emadi

Proceedings of the 9th European Workshop on Visual Information Processing, 2021