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Regularized Tapered Sample Covariance Matrix

IEEE transactions on signal processing, 2022, Vol.70, p.2306-2320

2022

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Robust Low-Rank Change Detection for Multivariate SAR Image Time Series

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.3545-3556

2020

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Intrinsic Bayesian Cramér-Rao Bound with an Application to Covariance Matrix Estimation

IEEE transactions on information theory, 2024-10, p.1-1

2024

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Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models

Signal processing, 2024-11, Vol.224, p.109589, Article 109589

2024

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

Signal processing, 2024-07, Vol.220, p.109430, Article 109430

2024

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Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

Signal processing, 2024-01, Vol.214, p.109228, Article 109228

2024

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

Signal processing, 2024, Vol.220

2024

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Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions

IEEE signal processing letters, 2019-02, Vol.26 (2), p.262-266

2019

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Multifrequency array calibration in presence of radio frequency interferences

Signal processing, 2022-10, Vol.199, p.108613, Article 108613

2022

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Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA

IEEE transactions on signal processing, 2021, Vol.69, p.1507-1520

2021

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Robust low-rank covariance matrix estimation with a general pattern of missing values

Signal processing, 2022-06, Vol.195, p.108460, Article 108460

2022

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On the Asymptotics of Maronn's Robust PCA

IEEE transactions on signal processing, 2019-01, Vol.67 (19), p.4964

2019

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MIMO filters based on robust rank-constrained Kronecker covariance matrix estimation

Signal processing, 2021-10, Vol.187, p.108116-116, Article 108116

2021

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On the Asymptotics of Maronna's Robust PCA

IEEE transactions on signal processing, 2019-10, Vol.67 (19), p.4964-4975

2019

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A Riemannian Framework for Low-Rank Structured Elliptical Models

IEEE transactions on signal processing, 2021, Vol.69, p.1185-1199

2021

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Robust Phase Linking in InSAR

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-11

2023

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On the performance of robust plug-in detectors using M-estimators

Signal processing, 2020-02, Vol.167, p.107282, Article 107282

2020

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Robust estimation of structured scatter matrices in (mis)matched models

Signal processing, 2019-12, Vol.165, p.163-174

2019

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Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions

IEEE transactions on signal processing, 2023, Vol.71, p.2475-2490

2023

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Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context

IEEE transactions on signal processing, 2015-05, Vol.63 (9), p.2173-2182

2015

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Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices Under Elliptical Distributions

IEEE transactions on signal processing, 2021, Vol.69, p.603-616

2021

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Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering

IEEE transactions on signal processing, 2021-01, Vol.69, p.6546-6560

2021

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Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

IEEE transactions on signal processing, 2016-11, Vol.64 (22), p.5794-5806

2016

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Robust Low-Rank Correlation Fitting

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.9416-9420

2024

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Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.8596-8600

2024

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Regularized Tapered Sample Covariance Matrix

Robust Low-Rank Change Detection for Multivariate SAR Image Time Series

Intrinsic Bayesian Cramér-Rao Bound with an Application to Covariance Matrix Estimation

Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models

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

Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

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

Intrinsic Cramér-Rao Bounds for Scatter and Shape Matrices Estimation in CES Distributions

Multifrequency array calibration in presence of radio frequency interferences

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA

Robust low-rank covariance matrix estimation with a general pattern of missing values

On the Asymptotics of Maronn's Robust PCA

MIMO filters based on robust rank-constrained Kronecker covariance matrix estimation

On the Asymptotics of Maronna's Robust PCA

A Riemannian Framework for Low-Rank Structured Elliptical Models

Robust Phase Linking in InSAR

On the performance of robust plug-in detectors using M-estimators

Robust estimation of structured scatter matrices in (mis)matched models

Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions

Clutter Subspace Estimation in Low Rank Heterogeneous Noise Context

Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices Under Elliptical Distributions

Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering

Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

Robust Low-Rank Correlation Fitting

Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold

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