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

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

Optimal Design of the Adaptive Normalized Matched Filter Detector

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

DECIPHERING AND OPTIMIZING MULTI-TASK LEARNING: A RANDOM MATRIX APPROACH

Sparse Quantized Spectral Clustering

Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian

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

Large Dimensional Asymptotics of Multi-Task Learning

Optimal Laplacian Regularization for Sparse Spectral Community Detection

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

A Random Matrix Analysis of Learning with α-Dropout

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

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