Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning A Elgabli, J Park, AS Bedi, CB Issaid, M Bennis, V Aggarwal
IEEE Transactions on Communications, 2020
52 2020 Harnessing wireless channels for scalable and privacy-preserving federated learning A Elgabli, J Park, CB Issaid, M Bennis
IEEE Transactions on Communications 69 (8), 5194-5208, 2021
49 2021 On the Fast and Precise Evaluation of the Outage Probability of Diversity Receivers Over C Ben Issaid, MS Alouini, R Tempone
IEEE Transactions on Wireless Communications 17 (2), 1255-1268, 2017
34 2017 Communication efficient decentralized learning over bipartite graphs CB Issaid, A Elgabli, J Park, M Bennis, M Debbah
IEEE Transactions on Wireless Communications 21 (6), 4150-4167, 2021
25 * 2021 A CNN Based Structured Light Communication Scheme for Internet of Underwater Things Applications A Trichili, C Ben Issaid, BS Ooi, MS Alouini
IEEE Internet of Things Journal 7 (10), 10038-10047, 2020
23 2020 A generic simulation approach for the fast and accurate estimation of the outage probability of single hop and multihop FSO links subject to generalized pointing errors C Ben Issaid, KH Park, MS Alouini
IEEE Transactions on Wireless Communications 16 (10), 6822-6837, 2017
22 2017 Level Crossing Rate and Average Outage Duration of Free Space Optical Links C Ben Issaid, MS Alouini
IEEE Transactions on Communications 67 (9), 6234 - 6242, 2019
19 2019 On the Efficient Simulation of the Distribution of the Sum of Gamma-Gamma Variates with Application to the Outage Probability Evaluation Over Fading Channels C Ben Issaid, NB Rached, A Kammoun, MS Alouini, R Tempone
IEEE Transactions on Communications 65 (4), 1839-1848, 2016
17 2016 Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation M Krouka, A Elgabli, C Issaid, M Bennis
2021 IEEE Global Communications Conference (GLOBECOM), 2021
13 2021 FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning A Elgabli, CB Issaid, AS Bedi, K Rajawat, M Bennis, V Aggarwal
International Conference on Machine Learning, 2022
12 2022 Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs B Soret, LD Nguyen, J Seeger, A Bröring, CB Issaid, S Samarakoon, ...
IEEE Transactions on Green Communications and Networking, 2021
12 2021 Communication-efficient and federated multi-agent reinforcement learning M Krouka, A Elgabli, CB Issaid, M Bennis
IEEE Transactions on Cognitive Communications and Networking 8 (1), 311-320, 2021
12 2021 Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels M Krouka, A Elgabli, CB Issaid, M Bennis
2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021
10 2021 User clustering for MIMO NOMA via classifier chains and gradient-boosting decision trees CB Issaid, C Antón-Haro, X Mestre, MS Alouini
IEEE Access 8, 211411-211421, 2020
8 2020 Communication-efficient federated learning: A second order newton-type method with analog over-the-air aggregation M Krouka, A Elgabli, CB Issaid, M Bennis
IEEE Transactions on Green Communications and Networking 6 (3), 1862-1874, 2022
7 2022 Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent A Elgabli, CB Issaid, AS Bedi, M Bennis, V Aggarwal
2021 IEEE Global Communications Conference (GLOBECOM), 2021
7 2021 On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels C Ben Issaid, NB Rached, A Kammoun, MS Alouini, R Tempone
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
6 2016 Fast Outage Probability Simulation for FSO Links with a Generalized Pointing Error Model C Ben Issaid, KH Park, MS Alouini, R Tempone
2016 IEEE Global Communications Conference (GLOBECOM), 2016
5 2016 Federated Distributionally Robust Optimization for Phase Configuration of RISs CB Issaid, S Samarakoon, M Bennis, HV Poor
2021 IEEE Global Communications Conference (GLOBECOM), 2021
3 2021 DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs CB Issaid, A Elgabli, M Bennis
Transactions on Machine Learning Research, 2022
2 2022 
Bennis MehdiFull Professor, IEEE Fellow, Head of ICON, University of OuluVerified email at oulu.fi
