Romain COUILLET
Professor
romain.couillet@l2s.centralesupelec.fr
L2S, CentraleSupélec
Bât. Breguet A5.16
3 rue Joliot Curie
91190 Gif-sur-Yvette, France
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
A RANDOM MATRIX APPROACH TO NEURAL NETWORKS
Improved spectral community detection in large heterogeneous networks
Large System Analysis of Power Normalization Techniques in Massive MIMO
Reducing the Computational Complexity of Multicasting in Large-Scale Antenna Systems
Sparse Quantized Spectral Clustering
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
Optimal Laplacian Regularization for Sparse Spectral Community Detection
Large Dimensional Asymptotics of Multi-Task Learning
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
Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs
Random Matrix-Improved Estimation of the Wasserstein Distance between two Centered Gaussian Distributions
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
CentraleSupélec,
bât. Bréguet, 3, rue Joliot Curie,
91190 Gif-sur-Yvette
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