Frédéric PASCAL
Professor
frederic.pascal@l2s.centralesupelec.fr
L2S, CentraleSupélec
Bât. Breguet C4.13b
3 rue Joliot Curie
91190 Gif-sur-Yvette, France
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data
Covariance Matrix Estimation of Texture Correlated Compound-Gaussian Vectors for Adaptive Radar Detection
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
Improving portfolios global performance using a cleaned and robust covariance matrix estimate
Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions
On the performance of robust plug-in detectors using M-estimators
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
Algorithme EM régularisé
Regularized EM Algorithm
Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry
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
Etude à distance finie d’un R-estimateur pour la matrice de forme des distributions symétriques elliptiques complexes
Riemannian classification of EEG signals with missing values
RADAR Emitter Classification with Optimal Transport Distances
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
CentraleSupélec,
bât. Bréguet, 3, rue Joliot Curie,
91190 Gif-sur-Yvette
Supporting institutes
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