Publications

Random matrix-improved estimation of covariance matrix distances

A Large Dimensional Analysis of Least Squares Support Vector Machines

Large-Dimensional Behavior of Regularized Maronna’s M-Estimators of Covariance Matrices

Optimal Design of the Adaptive Normalized Matched Filter Detector

High-Dimensional MVDR Beamforming: Optimized Solutions Based on Spiked Random Matrix Models

Gallager Bound for MIMO Channels: Large- $N$ Asymptotics

Improved spectral community detection in large heterogeneous networks

A RANDOM MATRIX APPROACH TO NEURAL NETWORKS

Large System Analysis of Power Normalization Techniques in Massive MIMO

Reducing the Computational Complexity of Multicasting in Large-Scale Antenna Systems

A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent

PERFORMANCE-COMPLEXITY TRADE-OFF IN LARGE DIMENSIONAL STATISTICS

Smoothing graph signals via random spanning forests

Large Dimensional Asymptotics of Multi-Task Learning

A Random Matrix Analysis of Learning with α-Dropout

Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures

Estimation of Covariance Matrix Distances in the High Dimension Low Sample Size Regime

Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs

Random Matrix-Improved Estimation of the Wasserstein Distance between two Centered Gaussian Distributions

Classification spectrale par la laplacienne déformée dans des graphes réalistes

Random matrix theory

Random Matrix Methods for Wireless Communications

Réseaux à petites cellules économes en énergie

Radio Engineering: From Software Radio to Cognitive Radio

De la radio logicielle à la radio intelligente

Fundamentals of OFDMA Synchronization

PROCESS AND APPARATUS FOR PERFORMING INITIAL CARRIER FREQUENCY OFFSET IN AN OFDM COMMUNICATION SYSTEM

METHOD FOR SHORT-TIME OFDM TRANSMISSION AND APPARATUS FOR PERFORMING FLEXIBLE OFDM MODULATION

Application of random matrix theory to future wireless flexible networks