Publications

Missing Data in Signal Processing and Machine Learning: Models, Methods and Modern Approaches

Learning-based probabilistic subarray switching for robust low-cost interferometric imaging

Sequential learning of SAR image time series for monitoring Earth deformation

Estimation de la direction d’arrivée via une métasurface programmable et de l’apprentissage profond

Estimation de la direction d’arrivée fondée sur l’apprentissage à l’aide d’une métasurface programmable

Robust Covariance Matrix Estimation for Uniform Rectangular Array

Amortized Variational Inference for Logistic Regression with Missing Covariates

A Fast Non-Iterative Method for Learning Latent Variable Causal Models

Robust inference with incompleteness for logistic regression model

Direction finding by learning-assisted programmable metasurface

Enhanced‐resolution learning‐based direction of arrival estimation by programmable metasurface

Unrolled expectation maximization algorithm for radio interferometric imaging in presence of non gaussian interferences

Kalman filter for dynamic source power and steering vector estimation based on empirical covariances

Robust Sequential Phase Estimation using Multi-temporal SAR Image Series

Sequential Covariance Fitting for InSAR Phase Linking

Intelligent Metasurface for Direction Finding

Métasurface programmable combinée à de l’apprentissage profond pour l’estimation de la direction d’arrivée

Sliding IPL: An efficient approach for estimating the phases of large SAR image time series

Nouvelle approche pour l'estimation séquentielle et robuste de phase à partir de séries d'images SAR multi-temporelles

Mobile Target Tracking with a Reconfigurable Metasurface in the X-Band

Direction Finding by Reconfigurable Metasurface Via Machine Learning

Métasurface pour l’estimation de la direction d’arrivée

Programmable Metasurface for DOA Estimation from Mobile Objects and Wave Redirection

Direction-of-Arrival Estimation by Metasurface Assisted by Deep Learning for IoT Systems

Programmable Meta‐Reflector for Multiple Tasks in Intelligent Connected Environments

Kalman filter for radio source power and direction of arrival estimation

Regularized maximum likelihood estimation for radio interferometric imaging in the presence of radiofrequency interefences

Low-rank EM-based imaging for large-scale switched interferometric arrays

RFI-Aware and Low-Cost Maximum Likelihood Imaging for High-Sensitivity Radio Telescopes

A comparison of antenna placement criteria based on the Cramér–Rao and Barankin bounds for radio interferometer arrays

Kalman Filter for Dynamic Estimation of Stochastic Radio Source Power and DoA

Reconfigurable Meta-Reflector for Estimating Direction of Arrival

Reflective Intelligent Metasurface for Automatic Tracking of Mobile Targets

Unrolled Expectation Maximization for Sparse Radio Interferometric Imaging

Sequential Phase Linking : Progressive Integration of SAR Images for Operational Phase Estimation

Estimation de la direction d’arrivée à l’aide d’une métasurface programmable

Direction-of-Arrival Estimation by a Programmable Metasurface

Kalman filter for radio astronomy dynamic imaging based on empirical covariances

A Bayesian Lower Bound for Parameter Estimation of Poisson Data Including Multiple Changes (extended)

Métasurface reconfigurable pour l’estimation de la direction d’arrivée

Kalman filter for dynamic imaging based on complex empirical covariances

Antenna sub-array switching strategy for low-cost & high-resolution radio-astronomical imaging

Barankin Bound vs Cramér-Rao Bound for Interferometric-Like Array Design at Low SNR

Borne Barankin vs Borne Cramér-Rao pour la géométrie de réseaux d'antennes en radioastronomie

Filtre de Kalman à base de matrices de covariance empiriques : application à l'imagerie dynamique en radioastronomie

Imagerie radio-interférométrique robuste par dépliement neuronal

Electronic beam steering using a reconfigurable metasurface

ROBUST AND GLOBALLY SPARSE PCA VIA MAJORIZATION-MINIMIZATION AND VARIABLE SPLITTING

Robust estimation with missing values for elliptical distributions

A Robust EM Algorithm for Radio Interferometric Imaging in The Presence of Outliers