| Reinforcement learning based scheduling algorithm for optimizing age of information in ultra reliable low latency networks A Elgabli, H Khan, M Krouka, M Bennis 2019 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2019 | 69 | 2019 |
| 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 | 30 | 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 | 21 | 2021 |
| Communication-efficient split learning based on analog communication and over the air aggregation M Krouka, A Elgabli, C ben Issaid, M Bennis 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 18 | 2021 |
| 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 | 14 | 2022 |
| Maximum allowable transfer interval aware scheduling for wireless remote monitoring M Krouka, A Elgabli, M Bennis 2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2020 | 2 | 2020 |
| Communication Efficient Differentially Private Federated Learning Using Second Order Information M Krouka, A Koskela, T Kulkarni Proceedings on Privacy Enhancing Technologies, 2025 | | 2025 |
| Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming A Elgabli, MS Elbamby, C Perfecto, M Krouka, M Bennis, V Aggarwal 2024 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems …, 2024 | | 2024 |
| Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning M Krouka, A Elgabli, CB Issaid, M Bennis 2023 IEEE Wireless Communications and Networking Conference (WCNC), 1-7, 2023 | | 2023 |
