Gap-filling based on iterative EOF analysis of temporal covariance : application to InSAR displacement time series. - Alexandre Hippert-Ferrer; Yajing Yan; Philippe Bolon (IGARSS, 2019)

Gap-Filling Based on EOF Analysis of Spatio-Temporal Covariance of Satellite Image Derived Displacement Time Series. - Alexandre Hippert-Ferrer; Yajing Yan; Philippe Bolon (IGARSS, 2020)

Reconstruction de données manquantes dans des séries temporelles de mesures de déplacement par télédétection. (Missing data reconstruction in remotely sensed displacement measurement time series). - Alexandre Hippert-Ferrer (2020)

Spatiotemporal Filling of Missing Data in Remotely Sensed Displacement Measurement Time Series. - Alexandre Hippert-Ferrer; Yajing Yan; Philippe Bolon; Romain Millan (IEEE Geosci. Remote. Sens. Lett., 2021)

Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values. - Alexandre Hippert-Ferrer; Mohammed Nabil El Korso; Arnaud Breloy; Guillaume Ginolhac (Signal Process., 2021)

EM-EOF: Gap-Filling in Incomplete SAR Displacement Time Series. - Alexandre Hippert-Ferrer; Yajing Yan; Philippe Bolon (IEEE Trans. Geosci. Remote. Sens., 2021)

Riemannian Classification of EEG Signals with Missing Values. - Alexandre Hippert-Ferrer; Ammar Mian; Florent Bouchard; Frédéric Pascal 001 (EUSIPCO, 2022)

Robust low-rank covariance matrix estimation with a general pattern of missing values. - Alexandre Hippert-Ferrer; Mohammed Nabil El Korso; Arnaud Breloy; Guillaume Ginolhac (Signal Process., 2022)

Corrections to "EM-EOF: Gap-Filling in Incomplete SAR Displacement Time Series". - Alexandre Hippert-Ferrer; Yajing Yan; Philippe Bolon (IEEE Trans. Geosci. Remote. Sens., 2022)

Learning Graphical Factor Models with Riemannian Optimization. - Alexandre Hippert-Ferrer; Florent Bouchard; Ammar Mian; Titouan Vayer; Arnaud Breloy (ECML/PKDD (4), 2023)

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data. - Florian Mouret; Alexandre Hippert-Ferrer; Frédéric Pascal 001; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2023)

Leveraging Standardization in Graph Learning. - Thu Ha Phi; Alexandre Hippert-Ferrer; Florent Bouchard; Arnaud Breloy (EUSIPCO, 2024)

Robust Low-Rank Correlation Fitting. - Thu Ha Phi; Alexandre Hippert-Ferrer; Florent Bouchard; Arnaud Breloy (ICASSP, 2024)

Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning. - Thu Ha Phi; Alexandre Hippert-Ferrer; Florent Bouchard; Arnaud Breloy (CoRR, 2025)