Houssem Sifaou

IEEE Trans. Wirel. Commun., August, 2023

2022

Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO.

[BibT_eX]

[DOI]

CoRR, 2022

CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network.

[BibT_eX]

[DOI]

Bowen Zhang

CoRR, 2022

Over-The-Air Federated Learning under Byzantine Attacks.

[BibT_eX]

[DOI]

CoRR, 2022

Robust Federated Learning via Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

2021

Performance Analysis of Regularized Convex Relaxation for Complex-Valued Data Detection (Extended Version).

[BibT_eX]

[DOI]

Ayed M. Alrashdi

Tareq Y. Al-Naffouri

CoRR, 2021

A Precise Performance Analysis of Support Vector Regression.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

Precise Error Analysis of the LASSO under Correlated Designs.

[BibT_eX]

[DOI]

CoRR, 2020

High-Dimensional Quadratic Discriminant Analysis Under Spiked Covariance Model.

[BibT_eX]

[DOI]

IEEE Access, 2020

Box-Relaxation for BPSK Recovery in Massive MIMO: A Precise Analysis under Correlated Channels.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Phase transition in the hard-margin support vector machines.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Robust precoding design for indoor MU-MISO visible light communication.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Improved LDA Classifier Based on Spiked Models.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Robust Estimation in Linear ILL-Posed Problems with Adaptive Regularization Scheme.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low-Complexity Transceivers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication.

[BibT_eX]

[DOI]

IEEE Access, 2017

Optimal linear precoding for indoor visible light communication system.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

Precoding Design for Single-RF Massive MIMO Systems: A Large System Analysis.

[BibT_eX]

[DOI]