Alexandre Hippert-Ferrer
Publications
Publications
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Robust Low-Rank Correlation FittingInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Apr 2024, Séoul, South Korea. pp.9416-9420, ⟨10.1109/ICASSP48485.2024.10446634⟩ |
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Leveraging Standardization in Graph Learning32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.2492-2496, ⟨10.23919/EUSIPCO63174.2024.10715401⟩ |
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Optimisation Riemannienne pour l'apprentissage de graphes structurésGRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.585-588 |
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Learning Graphical Factor Models with Riemannian OptimizationJoint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2023), Sep 2023, Torino, Italy. ⟨10.1007/978-3-031-43421-1_21⟩ |
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Riemannian classification of EEG signals with missing values30th European Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. ⟨10.23919/eusipco55093.2022.9909703⟩ |
Gap-filling based on EOF analysis of spatio-temporal covariance of satellite image derived displacement time seriesIGARSS 2020, Sep 2020, -, United States |
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Spatio-temporal missing data reconstruction in satellite displacement measurement time seriesEGU General Assembly, May 2020, Vienne, Austria |
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A gap-filling method to reconstruct incomplete SAR displacement measurement time seriesJournée thématique SAR&Cryosphère, Jun 2019, Annecy, France |
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Gap-filling of InSAR displacement time seriesMDIS 2019, Oct 2019, Strasbourg, France |
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Gap-filling based on iterative EOF analysis of temporal covariance : application to InSAR displacement time seriesIGARSS 2019, Jul 2019, Yokohama, Japan |
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Gap-filling based on iterative EOF analysis of temporal covariance : application to InSAR displacement time seriesIGARSS, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8898952⟩ |
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Reconstruction de données manquantes par analyse en EOF : application aux séries temporelles de mesures de déplacement InSARGRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France |
Gap filling based on EOF analysis of temporal covariance of offset tracking displacement measurement time series19th General Assembly of Wegener, Sep 2018, Grenoble, France |
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SWEAT: Snow Water Equivalent with AlTimetryEGU General Assembly, Apr 2017, Vienne, Austria. pp.2017 - 16487 |
Impact de la couverture neigeuse sur l'estimation de l'épaisseur de la banquise par altimétrieAtelier altimétrie et glaciologie, Jun 2016, Toulouse, France |
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Robust estimation with missing values for elliptical distributions2023 |
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Robust Mean and Covariance Matrix Estimation Under Heterogeneous Mixed-Effects Model2021 |
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A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing DataIEEE Transactions on Signal Processing, 2023, 71, pp.1--25. ⟨10.1109/TSP.2023.3267994⟩ |
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Spatiotemporal Filling of Missing Data in Remotely Sensed Displacement Measurement Time SeriesIEEE Geoscience and Remote Sensing Letters, 2021, 18 (12), pp.2157-2161. ⟨10.1109/LGRS.2020.3015149⟩ |
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Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing valuesSignal Processing, 2021, 188, pp.108195. ⟨10.1016/j.sigpro.2021.108195⟩ |
EM-EOF: Gap-Filling in Incomplete SAR Displacement Time SeriesIEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (7), pp.5794-5811. ⟨10.1109/TGRS.2020.3015087⟩ |
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Reconstruction de données manquantes dans des séries temporelles de mesures de déplacement par télédétectionAlgorithme et structure de données [cs.DS]. Université Savoie Mont Blanc, 2020. Français. ⟨NNT : 2020CHAMA027⟩ |
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A gap-filling method to reconstruct incomplete SAR displacement measurement time seriesLiving Planet Symposium 2019, May 2019, Milan, Italy. 2019 |
Utilisation des séries temporelles d’images Sentinel-1 pour l’observation des glaciers des AlpesPNTS 2018, Mar 2018, Grenoble, France |