Publications

A Flexible EM-like Clustering Algorithm for Noisy Data

Deinterleaving RADAR emitters with optimal transport distances

Covariance Matrix Estimation of Texture Correlated Compound-Gaussian Vectors for Adaptive Radar Detection

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data

Affine Equivariant Tyler’s M-Estimator Applied to Tail Parameter Learning of Elliptical Distributions

Joint Estimation of Location and Scatter in Complex Elliptical Distributions: A robust semiparametric and computationally efficient R-estimator of the shape matrix

MIMO Filters based on Robust Rank-Constrained Kronecker Covariance Matrix Estimation

Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings

A Riemannian Framework for Low-Rank Structured Elliptical Models

Shrinking the eigenvalues of M-estimators of covariance matrix

t-WDA: A novel Discriminant Analysis applied to EEG classification

Distribution matricielle t-Wishart : géométrie d’information, estimation et application pour la classification de signaux EEG

Une méthode de Gradient Boosting d’Arbre de Décision explicative basée sur l’algorithme de Frank-Wolfe

Algorithme EM régularisé

PCA-based Multi Task Learning: a Random Matrix Approach

Regularized EM Algorithm

Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry

FEMDA: Une méthode de classification robuste et flexible

Désentrelacement et classification des émetteurs RADARs basés sur l’utilisation des distances de Transport Optimal

Désentrelacement et classification de signaux RADAR basés sur des distances de transport optimal

Impact de l’IA sur la recherche en mathématiques / des mathématiques sur la recherche en IA

Détection de changements basée sur les covariances de séries d’images SAR

An Overview of Covariance‐based Change Detection Methodologies in Multivariate SAR Image Time Series

A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Improving portfolios global performance using a cleaned and robust covariance matrix estimate

Covariance Matrix Estimation in SIRV and Elliptical Processes and Their Applications in Radar Detection

Recent advances in adaptive radar detection

Complex elliptically symmetric distributions and their applications in signal processing

On the use of Matrix Information Geometry for Polarimetric SAR Image Classification

Evaluation d’un dispositif économiseur de gasoil dans les agroéquipements

Détection et Estimation en Environnement non Gaussien