Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints I Mrad, L Samara, AA Abdellatif, A Al-Abbasi, R Hamila, A Erbad IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 11 | 2021 |
Joint learning and optimization for Federated Learning in NOMA-based networks I Mrad, R Hamila, A Erbad, M Gabbouj Pervasive and Mobile Computing 89, 101739, 2023 | 2 | 2023 |
Machine learning screening of COVID-19 patients based on X-ray images for imbalanced classes I Mrad, R Hamila, A Erbad, T Hamid, R Mazhar, N Al-Emadi 2021 9th European Workshop on Visual Information Processing (EUVIP), 1-6, 2021 | 2 | 2021 |
Federated learning in NOMA networks: Convergence, energy and fairness-based design I Mrad, L Samara, A Al-Abbasi, R Hamila, A Erbad, S Kiranyaz 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile …, 2022 | 1 | 2022 |
RL-CEALS: Reinforcement Learning for Collaborative Edge Assisted Live Streaming I Mrad, E Baccour, R Hamila, MA Khan, A Erbad, M Hamdi 2023 IEEE Symposium on Computers and Communications (ISCC), 193-199, 2023 | | 2023 |