Alexandre Hippert-Ferrer

According to our database, Alexandre Hippert-Ferrer authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Robust Low-Rank Correlation Fitting.

Thu Ha Phi, Alexandre Hippert-Ferrer, Florent Bouchard, Arnaud Breloy

Proceedings of the IEEE International Conference on Acoustics, 2024

Leveraging Standardization in Graph Learning.

Thu Ha Phi, Alexandre Hippert-Ferrer, Florent Bouchard, Arnaud Breloy

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

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

Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret

IEEE Trans. Signal Process., 2023

Learning Graphical Factor Models with Riemannian Optimization.

Alexandre Hippert-Ferrer, Florent Bouchard, Ammar Mian, Titouan Vayer, Arnaud Breloy

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

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

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

Riemannian Classification of EEG Signals with Missing Values.

Alexandre Hippert-Ferrer, Ammar Mian, Florent Bouchard, Frédéric Pascal

Proceedings of the 30th European Signal Processing Conference, 2022

2021

EM-EOF: Gap-Filling in Incomplete SAR Displacement Time Series.

Alexandre Hippert-Ferrer, Yajing Yan, Philippe Bolon

IEEE Trans. Geosci. Remote. Sens., 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

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

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

PhD thesis, 2020

Gap-Filling Based on EOF Analysis of Spatio-Temporal Covariance of Satellite Image Derived Displacement Time Series.

Alexandre Hippert-Ferrer, Yajing Yan, Philippe Bolon

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Gap-filling based on iterative EOF analysis of temporal covariance : application to InSAR displacement time series.

Alexandre Hippert-Ferrer, Yajing Yan, Philippe Bolon

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019