| High-dimensional linear discriminant analysis classifier for spiked covariance model H Sifaou, A Kammoun, MS Alouini Journal of Machine Learning Research 21 (112), 1-24, 2020 | 47 | 2020 |
| CSI-fingerprinting indoor localization via attention-augmented residual convolutional neural network B Zhang, H Sifaou, GY Li IEEE Transactions on Wireless Communications 22 (8), 5583-5597, 2023 | 40 | 2023 |
| Robust transceivers design for multi-stream multi-user MIMO visible light communication H Sifaou, A Kammoun, KH Park, MS Alouini IEEE Access 5, 26387-26399, 2017 | 29 | 2017 |
| Max–min SINR in large-scale single-cell MU-MIMO: Asymptotic analysis and low-complexity transceivers H Sifaou, A Kammoun, L Sanguinetti, M Debbah, MS Alouini IEEE Transactions on Signal Processing 65 (7), 1841-1854, 2016 | 28 | 2016 |
| Over-the-air federated learning over scalable cell-free massive MIMO H Sifaou, GY Li IEEE Transactions on Wireless Communications 23 (5), 4214-4227, 2023 | 19 | 2023 |
| Robust federated learning via over-the-air computation H Sifaou, GY Li 2022 IEEE 32nd International Workshop on Machine Learning for Signal …, 2022 | 18 | 2022 |
| Phase transition in the hard-margin support vector machines H Sifaou, A Kammoun, MS Alouini 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 15 | 2019 |
| Optimal linear precoding for indoor visible light communication system H Sifaou, KH Park, A Kammoun, MS Alouini 2017 IEEE International Conference on Communications (ICC), 1-5, 2017 | 15 | 2017 |
| Power efficient low complexity precoding for massive MIMO systems H Sifaou, A Kammoun, L Sanguinetti, M Debbah, MS Alouini 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014 | 14 | 2014 |
| Improved LDA classifier based on spiked models H Sifaou, A Kammoun, MS Alouini 2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018 | 11 | 2018 |
| Precise error analysis of the lasso under correlated designs AM Alrashdi, H Sifaou, A Kammoun, MS Alouini, TY Al-Naffouri arXiv preprint arXiv:2008.13033, 2020 | 10 | 2020 |
| A precise performance analysis of support vector regression H Sifaou, A Kammoun, MS Alouini International Conference on Machine Learning, 9671-9680, 2021 | 8 | 2021 |
| Box-relaxation for bpsk recovery in massive mimo: A precise analysis under correlated channels AM Alrashdi, H Sifaou, A Kammoun, MS Alouini, TY Al-Naffouri ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 8 | 2020 |
| Over-the-air federated learning under Byzantine attacks H Sifaou, GY Li arXiv preprint arXiv:2205.02949, 2022 | 6 | 2022 |
| Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning E Eldeeb, H Sifaou, O Simeone, M Shehab, H Alves IEEE Transactions on Cognitive Communications and Networking, 2024 | 5* | 2024 |
| Precoding design for single-RF massive MIMO systems: A large system analysis H Sifaou, A Kammoun, MS Alouini IEEE Wireless Communications Letters 5 (6), 592-595, 2016 | 5 | 2016 |
| Polynomial expansion of the precoder for power minimization in large-scale MIMO systems H Sifaou, A Kammoun, L Sanguinetti, M Debbah, MS Alouini 2016 IEEE International Conference on Communications (ICC), 1-6, 2016 | 4 | 2016 |
| CSI-based indoor localization via attention-augmented residual convolutional neural network B Zhang, H Sifaou, GY Li arXiv: 2205.05775, 2022 | 3 | 2022 |
| Max-min SINR low complexity transceiver design for single cell massive MIMO H Sifaou, A Kammoun, L Sanguinetti, M Debbah, MS Alouini 2016 IEEE 17th International Workshop on Signal Processing Advances in …, 2016 | 3 | 2016 |
| Robust estimation in linear ill-posed problems with adaptive regularization scheme MA Suliman, H Sifaou, T Ballal, MS Alouini, TY Al-Naffouri 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 2 | 2018 |
Prof. Mohamed-Slim AlouiniWireless CT Lab, King Abdullah University of Science and Technology (KAUST), Kingdom of Saudi ArabiaPatvirtintas el. paštas kaust.edu.sa