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Houssem Sifaou
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2020 – today
- 2024
- [j7]Houssem Sifaou
, Geoffrey Ye Li
Over-The-Air Federated Learning Over Scalable Cell-Free Massive MIMO. IEEE Trans. Wirel. Commun. 23(5): 4214-4227 (2024) - [i12]Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves:
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins. CoRR abs/2402.08421 (2024) - [i11]Houssem Sifaou, Osvaldo Simeone:
Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems. CoRR abs/2405.15415 (2024) - 2023
- [j6]Bowen Zhang
CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. IEEE Trans. Wirel. Commun. 22(8): 5583-5597 (2023) - 2022
- [c11]Houssem Sifaou, Geoffrey Ye Li:
Robust Federated Learning via Over-the-Air Computation. MLSP 2022: 1-6 - [i10]Houssem Sifaou, Geoffrey Ye Li:
Over-The-Air Federated Learning under Byzantine Attacks. CoRR abs/2205.02949 (2022) - [i9]Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li:
CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. CoRR abs/2205.05775 (2022) - [i8]Houssem Sifaou, Geoffrey Ye Li:
Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO. CoRR abs/2212.06482 (2022) - 2021
- [c10]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
A Precise Performance Analysis of Support Vector Regression. ICML 2021: 9671-9680 - [i7]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
A Precise Performance Analysis of Support Vector Regression. CoRR abs/2105.10373 (2021) - [i6]Ayed M. Alrashdi, Houssem Sifaou, Tareq Y. Al-Naffouri:
Performance Analysis of Regularized Convex Relaxation for Complex-Valued Data Detection (Extended Version). CoRR abs/2107.02288 (2021) - [i5]Houssem Sifaou, Geoffrey Ye Li:
Robust Federated Learning via Over-The-Air Computation. CoRR abs/2111.01221 (2021) - 2020
- [j5]Houssem Sifaou
High-Dimensional Quadratic Discriminant Analysis Under Spiked Covariance Model. IEEE Access 8: 117313-117323 (2020) - [j4]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model. J. Mach. Learn. Res. 21: 112:1-112:24 (2020) - [c9]Ayed M. Alrashdi
Box-Relaxation for BPSK Recovery in Massive MIMO: A Precise Analysis under Correlated Channels. ICC 2020: 1-6 - [i4]Houssem Sifaou
High-Dimensional Quadratic Discriminant Analysis under Spiked Covariance Model. CoRR abs/2006.14325 (2020) - [i3]Ayed M. Alrashdi
Precise Error Analysis of the LASSO under Correlated Designs. CoRR abs/2008.13033 (2020)
2010 – 2019
- 2019
- [c8]Houssem Sifaou
Phase transition in the hard-margin support vector machines. CAMSAP 2019: 415-419 - 2018
- [c7]Mohamed A. Suliman, Houssem Sifaou, Tarig Ballal, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Robust Estimation in Linear ILL-Posed Problems with Adaptive Regularization Scheme. ICASSP 2018: 4504-4508 - [c6]Houssem Sifaou
Improved LDA Classifier Based on Spiked Models. SPAWC 2018: 1-5 - [c5]Houssem Sifaou
Robust precoding design for indoor MU-MISO visible light communication. WCNC 2018: 1-6 - 2017
- [j3]Houssem Sifaou
Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication. IEEE Access 5: 26387-26399 (2017) - [j2]Houssem Sifaou
Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low-Complexity Transceivers. IEEE Trans. Signal Process. 65(7): 1841-1854 (2017) - [c4]Houssem Sifaou
Optimal linear precoding for indoor visible light communication system. ICC 2017: 1-5 - 2016
- [j1]Houssem Sifaou
Precoding Design for Single-RF Massive MIMO Systems: A Large System Analysis. IEEE Wirel. Commun. Lett. 5(6): 592-595 (2016) - [c3]Houssem Sifaou
Polynomial expansion of the precoder for power minimization in large-scale MIMO systems. ICC 2016: 1-6 - [c2]Houssem Sifaou
Max-min SINR low complexity transceiver design for single cell massive MIMO. SPAWC 2016: 1-6 - [i2]Houssem Sifaou
Precoding design for single-RF massive MIMO systems: A large system analysis. CoRR abs/1605.04524 (2016) - [i1]Houssem Sifaou
Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low Complexity Transceivers. CoRR abs/1605.07480 (2016) - 2014
- [c1]Houssem Sifaou
Power efficient low complexity precoding for massive MIMO systems. GlobalSIP 2014: 647-651
Coauthor Index
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