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 | 64 | 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 | 17 | 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 | 15 | 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 | 15 | 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 | 8 | 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 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 |
Communication-Efficient Differentially Private Federated Learning Using Second-Order Information M Krouka, A Koskela, T Kulkarni | | |