Houssem Sifaou

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Discriminant Analysis

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Houssem Sifaou, Geoffrey Ye Li
Over-The-Air Federated Learning Over Scalable Cell-Free Massive MIMO. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Houssem Sifaou, Osvaldo Simeone
Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems. CoRR (2024)
Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins. CoRR (2024)
Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li
CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. IEEE Trans. Wirel. Commun. 22 (8) (2023)
Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li
CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network. CoRR (2022)
Houssem Sifaou, Geoffrey Ye Li
Over-The-Air Federated Learning under Byzantine Attacks. CoRR (2022)
Houssem Sifaou, Geoffrey Ye Li
Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO. CoRR (2022)
Houssem Sifaou, Geoffrey Ye Li
Robust Federated Learning via Over-the-Air Computation. MLSP (2022)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
A Precise Performance Analysis of Support Vector Regression. ICML (2021)
Ayed M. Alrashdi, Houssem Sifaou, Tareq Y. Al-Naffouri
Performance Analysis of Regularized Convex Relaxation for Complex-Valued Data Detection (Extended Version). CoRR (2021)
Houssem Sifaou, Geoffrey Ye Li
Robust Federated Learning via Over-The-Air Computation. CoRR (2021)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
A Precise Performance Analysis of Support Vector Regression. CoRR (2021)
Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Box-Relaxation for BPSK Recovery in Massive MIMO: A Precise Analysis under Correlated Channels. ICC (2020)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model. J. Mach. Learn. Res. 21 (2020)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
High-Dimensional Quadratic Discriminant Analysis under Spiked Covariance Model. CoRR (2020)
Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Precise Error Analysis of the LASSO under Correlated Designs. CoRR (2020)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
High-Dimensional Quadratic Discriminant Analysis Under Spiked Covariance Model. IEEE Access 8 (2020)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
Phase transition in the hard-margin support vector machines. CAMSAP (2019)
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)
Houssem Sifaou, Abla Kammoun, Ki-Hong Park, Mohamed-Slim Alouini
Robust precoding design for indoor MU-MISO visible light communication. WCNC (2018)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
Improved LDA Classifier Based on Spiked Models. SPAWC (2018)
Houssem Sifaou, Abla Kammoun, Ki-Hong Park, Mohamed-Slim Alouini
Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication. IEEE Access 5 (2017)
Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low-Complexity Transceivers. IEEE Trans. Signal Process. 65 (7) (2017)
Houssem Sifaou, Ki-Hong Park, Abla Kammoun, Mohamed-Slim Alouini
Optimal linear precoding for indoor visible light communication system. ICC (2017)
Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
Polynomial expansion of the precoder for power minimization in large-scale MIMO systems. ICC (2016)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
Precoding design for single-RF massive MIMO systems: A large system analysis. CoRR (2016)
Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low Complexity Transceivers. CoRR (2016)
Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
Max-min SINR low complexity transceiver design for single cell massive MIMO. SPAWC (2016)
Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini
Precoding Design for Single-RF Massive MIMO Systems: A Large System Analysis. IEEE Wirel. Commun. Lett. 5 (6) (2016)
Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini
Power efficient low complexity precoding for massive MIMO systems. GlobalSIP (2014)