Houssem Sifaou

37 papers A* 1B 1Misc 1Journal 26Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Asymptotic Behavior of Multi-Task Learning: Implicit Regularization and Double Descent Effects. CoRR Ayed M. Alrashdi, Oussama Dhifallah, Houssem Sifaou
2025	J	`jnl`	Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves
2025	J	`jnl`	Context-Aware Doubly-Robust Semi-Supervised Learning. CoRR Clement Ruah, Houssem Sifaou, Osvaldo Simeone, Bashir M. Al-Hashimi
2025	J	`jnl`	Context-Aware Doubly-Robust Semi-Supervised Learning. IEEE Signal Process. Lett. Clement Ruah, Houssem Sifaou, Osvaldo Simeone, Bashir M. Al-Hashimi
2025	J	`jnl`	Data-Efficient Prediction-Powered Calibration via Cross-Validation. CoRR Seonghoon Yoo, Houssem Sifaou, Sangwoo Park, Joonhyuk Kang, Osvaldo Simeone
2025	J	`jnl`	How to Bridge the Sim-to-Real Gap in Digital Twin-Aided Telecommunication Networks. CoRR Clement Ruah, Houssem Sifaou, Osvaldo Simeone, Bashir M. Al-Hashimi
2025	J	`jnl`	Multi-Fidelity Hybrid Reinforcement Learning via Information Gain Maximization. CoRR Houssem Sifaou, Osvaldo Simeone
2024	J	`jnl`	Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins. CoRR Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves
2024	J	`jnl`	Over-The-Air Federated Learning Over Scalable Cell-Free Massive MIMO. IEEE Trans. Wirel. Commun. Houssem Sifaou, Geoffrey Ye Li
2024	J	`jnl`	Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems. CoRR Houssem Sifaou, Osvaldo Simeone
2023	J	`jnl`	CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. IEEE Trans. Wirel. Commun. Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li
2022	J	`jnl`	CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. CoRR Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li
2022	J	`jnl`	Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO. CoRR Houssem Sifaou, Geoffrey Ye Li
2022	J	`jnl`	Over-The-Air Federated Learning under Byzantine Attacks. CoRR Houssem Sifaou, Geoffrey Ye Li
2022	—	`conf`	Robust Federated Learning via Over-the-Air Computation. MLSP Houssem Sifaou, Geoffrey Ye Li
2021	A*	`conf`	A Precise Performance Analysis of Support Vector Regression. ICML Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2021	J	`jnl`	A Precise Performance Analysis of Support Vector Regression. CoRR Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2021	J	`jnl`	Performance Analysis of Regularized Convex Relaxation for Complex-Valued Data Detection (Extended Version). CoRR Ayed M. Alrashdi, Houssem Sifaou, Tareq Y. Al-Naffouri
2021	J	`jnl`	Robust Federated Learning via Over-The-Air Computation. CoRR Houssem Sifaou, Geoffrey Ye Li
2020	—	`conf`	Box-Relaxation for BPSK Recovery in Massive MIMO: A Precise Analysis under Correlated Channels. ICC Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2020	J	`jnl`	High-Dimensional Quadratic Discriminant Analysis Under Spiked Covariance Model. IEEE Access Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2020	J	`jnl`	High-Dimensional Quadratic Discriminant Analysis under Spiked Covariance Model. CoRR Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2020	J	`jnl`	High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model. J. Mach. Learn. Res. Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2020	J	`jnl`	Precise Error Analysis of the LASSO under Correlated Designs. CoRR Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2019	—	`conf`	Phase transition in the hard-margin support vector machines. CAMSAP Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2018	—	`conf`	Improved LDA Classifier Based on Spiked Models. SPAWC Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2018	Misc	`conf`	Robust Estimation in Linear ILL-Posed Problems with Adaptive Regularization Scheme. ICASSP Mohamed A. Suliman, Houssem Sifaou, Tarig Ballal, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2018	B	`conf`	Robust precoding design for indoor MU-MISO visible light communication. WCNC Houssem Sifaou, Abla Kammoun, Ki-Hong Park, Mohamed-Slim Alouini
2017	J	`jnl`	Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low-Complexity Transceivers. IEEE Trans. Signal Process. Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
2017	—	`conf`	Optimal linear precoding for indoor visible light communication system. ICC Houssem Sifaou, Ki-Hong Park, Abla Kammoun, Mohamed-Slim Alouini
2017	J	`jnl`	Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication. IEEE Access Houssem Sifaou, Abla Kammoun, Ki-Hong Park, Mohamed-Slim Alouini
2016	J	`jnl`	Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low Complexity Transceivers. CoRR Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
2016	—	`conf`	Max-min SINR low complexity transceiver design for single cell massive MIMO. SPAWC Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
2016	—	`conf`	Polynomial expansion of the precoder for power minimization in large-scale MIMO systems. ICC Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
2016	J	`jnl`	Precoding Design for Single-RF Massive MIMO Systems: A Large System Analysis. IEEE Wirel. Commun. Lett. Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2016	J	`jnl`	Precoding design for single-RF massive MIMO systems: A large system analysis. CoRR Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
2014	—	`conf`	Power efficient low complexity precoding for massive MIMO systems. GlobalSIP Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini