Ilyes Mrad

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Connectionist Networks

Class Imbalance

Top Venues

Pervasive Mob. Comput.

Publications

Ilyes Mrad, Emna Baccour, Ridha Hamila, Muhammad Asif Khan, Aiman Erbad, Mounir Hamdi
RL-CEALS: Reinforcement Learning for Collaborative Edge Assisted Live Streaming. ISCC (2023)
Ilyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj
Joint learning and optimization for Federated Learning in NOMA-based networks. Pervasive Mob. Comput. 89 (2023)
Ilyes Mrad, Lutfi Samara, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad, Serkan Kiranyaz
Federated Learning in NOMA Networks: Convergence, Energy and Fairness-Based Design. PIMRC (2022)
Ilyes Mrad, Lutfi Samara, Alaa Awad Abdellatif, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad
Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints. CoRR (2021)
Ilyes Mrad, Ridha Hamila, Aiman Erbad, Tahir Hamid, Rashid Mazhar, Nasser Al-Emadi
Machine Learning Screening of COVID-19 Patients Based on X-ray Images for Imbalanced Classes. EUVIP (2021)
Ilyes Mrad, Lutfi Samara, Alaa Awad Abdellatif, Abubakr O. Al-Abbasi, Ridha Hamila, Aiman Erbad
Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints. GLOBECOM (2021)