Frédéric Pascal
84
Documents
Identifiants chercheurs
- frederic-pascal
- 0000-0003-0196-6395
- Google Scholar : https://scholar.google.fr/citations?user=sGpusG8AAAAJ
- IdRef : 111704898
Présentation
**Frederic Pascal** received the Master's degree ("Probabilities, Statistics and Applications: Signal, Image et Networks";) with merit, in Applied Statistics from University Paris VII - Jussieu, Paris, France, in 2003. Then, he received the **Ph.D. degree** of Signal Processing, from University Paris X - Nanterre in 2006. From November 2006 to February 2008, he made a post-doctoral position in the Signal Processing and Information team of the laboratory SATIE, CNRS, ENS Cachan, France. Between March 2008 and December 2011 (resp. Jan. 2012 - Dec. 2013), he was an Assistant Professor (resp. Associate Professor) in SONDRA at CentraleSupelec. In 2012, he obtained a **Research Directorship Habilitation** (HDR) thesis in Signal Processing from the University of Paris-Sud. Between Aug. 2013 and Aug. 2014, he was a Visiting Associate Professor in the ECE department at the National University of Singapore. From Jan. 2014, Frederic Pascal is a full Professor in the L2S laboratory at CentraleSupelec. From Jan. 2017 to Dec. 2019, he was the head of the "Signals and Statistics"; group of L2S. He is also the **coordinator of Artificial Intelligence and Data Science activities at CentraleSupelec**. From 2015 to 2017, Frederic Pascal was the Chair of the EURASIP SAT in Theoretical and Methodological Trends in Signal Processing (TMTSP) and he is a member of the IEEE SPS SAM technical committee (Jan. 2015-present). Frederic Pascal serves as an Associate Editor for the IEEE TSP (2015-2018), Elsevier SP (2018-present) and EURASIP JASP (2015-present). His research interests contain **estimation, detection and classification for statistical signal processing and applications**. He is the author / coauthor of more than one hundred papers in the top journals and conferences in **Signal Processing, Image Processing and Statistics / Machine Learning**.
More details at:
Web: <http://www.fredericpascal.blogspot.com>
LinkedIn: [https://www.linkedin.com/in/frederic-pascal-937a3030/](https://www.linkedin.com/in/frederic-pascal-937a3030/ "https://www.linkedin.com/in/frederic-pascal-937a3030/")
Google Scholar: [https://scholar.google.fr/FP](https://www.linkedin.com/in/frederic-pascal-937a3030/ "https://scholar.google.fr/citations?hl=en&user=sGpusG8AAAAJ&view_op=list_works&gmla=AJsN-F4r7aXr3MfqUH84f-imm19vWpGuHIvqUjrNIl7hGc14koVS2Ke3c6Fk0bCcncSeyYR_SRPT8CtOsDM_iNt3N5B2HEas8ch2qyL1Vm3_lwLfsLFj9YXqyPvZ0ONXeLAajs577LMsFn1PbpEMfPY5ZPWMhFhwdMjJe9AXl8RzRPi44QyDX6Kv5iL8JLZTL7KwT6K-dDP0")
Publications
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A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional RegimeICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4489-4493, ⟨10.1109/ICASSP.2018.8461915⟩
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Improving Portfolios Global Performance with Robust Covariance Matrix Estimation: Application to the Maximum Variety Portfolio26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/eusipco.2018.8553414⟩
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New model order selection in large dimension regime for complex elliptically symmetric noise25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. ⟨10.23919/EUSIPCO.2017.8081376⟩
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Estimation de l'Ordre de Modèle pour un Bruit Elliptique Symétrique Complexe en Grande Dimension26eme Colloque GRETSI Traitement du Signal & des Images, GRETSI 2017, Sep 2017, Juan Les Pins, France
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Anomaly Detection and Estimation in Hyperspectral Imaging Using RMT ToolsIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383763⟩
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RMT for whitening space correlation and applications to radar detectionIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015) , Dec 2015, Cancun, Mexico. pp.149 - 152, ⟨10.1109/CAMSAP.2015.7383758⟩
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Asymptotic Detection Performance Analysis of the Robust Adaptive Normalized Matched FilterIEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383755⟩
Communication dans un congrès
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Asymptotic Properties of the Robust ANMF40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp.2594-2598, ⟨10.1109/ICASSP.2015.7178440⟩
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Asymptotic detection performance of the robust ANMF23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.524 - 528, ⟨10.1109/EUSIPCO.2015.7362438⟩
Communication dans un congrès
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Robust anomaly detection in hyperspectral imagingIGARSS 2014 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Québec, Canada. ⟨10.1109/IGARSS.2014.6947518⟩
Communication dans un congrès
hal-01010418v1
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Binary partition trees-based robust adaptive hyperspectral RX anomaly detectionICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.n/c, ⟨10.1109/ICIP.2014.7026028⟩
Communication dans un congrès
hal-01010392v1
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CFAR Clustering of Polarimetric SAR DataSONDRA - 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès
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Detection Improvement using Robust Estimates for Hyperspectral Imaging3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
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CFAR Hierarchical Clustering of Polarimetric SAR DataIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.2461-2464, ⟨10.1109/IGARSS.2013.6723319⟩
Communication dans un congrès
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Performance Analysis of Robust Detectors for Hyperspectral ImagingIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.1-4, ⟨10.1109/IGARSS.2013.6721348⟩
Communication dans un congrès
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Robust ANMF test using Huber's M-estimatorIEEE SAM 2012, Jun 2012, Hoboken, United States. pp.373 - 376, ⟨10.1109/SAM.2012.6250514⟩
Communication dans un congrès
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Robust Detection using M- estimators for Hyperspectral ImagingWHISPERS 2012 - 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2012, Shanghai, China. ⟨10.1109/WHISPERS.2012.6874335⟩
Communication dans un congrès
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Exploiting Persymmetry for Low-Rank Space Time Adaptive Processing20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucharest, Romania. pp.81 - 85
Communication dans un congrès
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A class of Robust Estimates for Detection in Hyperspectral Images using Elliptical Distributions BackgroungIGARSS 2012 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.4166 - 4169, ⟨10.1109/IGARSS.2012.6350938⟩
Communication dans un congrès
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Robust detection using SIRV background modelling for hyperspectral imaging2011 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Jul 2011, Vancouver, Canada. pp.4316-4319, ⟨10.1109/IGARSS.2011.6050186⟩
Communication dans un congrès
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Robust Covariance Matrix Estimate with Attractive Asymptotic Properties2011 IEEE 4th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2011) , Dec 2011, San Juan, Puerto Rico. ⟨10.1109/CAMSAP.2011.6136011⟩
Communication dans un congrès
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Apport de la géométrie de l'information pour la classification d'images SAR polarimétriquesGRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. 4 p
Communication dans un congrès
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data ProcessingIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.3744-3747, ⟨10.1109/IGARSS.2011.6050039⟩
Communication dans un congrès
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Propriétés asymptotiques d'un estimateur de matrice de covariance complexe robusteGRETSI 2011, Sep 2011, Bordeaux, France
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Contribution of Information Geometry for Polarimetric SAR Classification in Heterogeneous AreasIRS 2011 - 12th International Radar Symposium, Sep 2011, Leipzig, Germany. pp.669-674
Communication dans un congrès
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PolSAR Classification based on the SIRV model with a region growing initializationPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Mar 2011, Frascati, Italy. 7 p
Communication dans un congrès
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Heterogeneous Clutter Model for High-Resolution Polarimetric SAR Data Parameter EstimationPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 6 p
Communication dans un congrès
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On the Extension of the Product Model in Polsar Processing for Unsupervised Classification Using Information Geometry of Covariance MatricesIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.1361-1364, ⟨10.1109/IGARSS.2011.6049318⟩
Communication dans un congrès
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H/α Unsupervised Classification for Highly Textured Polinsar Images using Information Geometry of Covariance MatricesPOLinSAR 2011 - 5th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2011, Frascati, Italy. 5 p
Communication dans un congrès
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Robust MIMO Radar Detection for Correlated Subarrays2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496211⟩
Communication dans un congrès
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A review of non-Gaussian detectors on different sets of experimental data2nd SONDRA Workshop , May 2010, Cargèse, France
Communication dans un congrès
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Improved segmentation in polarimetric SAR images2nd SONDRA Workshop , May 2010, Cargèse, France
Communication dans un congrès
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A statistical approach to polarimetric SAR data classifiactionSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France
Communication dans un congrès
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A combined TSVM model and GLRT detector for a roll invariant target detection.EUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany
Communication dans un congrès
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Hybrid MIMO radar: configurations and application on STAP2nd SONDRA Workshop , May 2010, Cargèse, France
Communication dans un congrès
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Properties of Robust MIMO Detector18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark
Communication dans un congrès
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A Test statistic for high resolution polarimetric SAR Data classificationIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. ⟨10.1109/IGARSS.2010.5651074⟩
Communication dans un congrès
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Stable scatterers detection and tracking in heterogeneous clutter by repeat-pass SAR interferometryACSSC 2010 - 44th Annual Asilomar Conference on Signals Systems and Computers, Nov 2010, Pacific Grove, Californie, United States. 5 p., ⟨10.1109/ACSSC.2010.5757751⟩
Communication dans un congrès
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KummerU clutter model for PolSAR data: Application to segmentation and classificationSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France. pp.4
Communication dans un congrès
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Polarimetric Classification in Highly Textured SAR ImagesSONDRA - 2nd SONDRA Workshop, May 2010, Cargèse, France
Communication dans un congrès
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Robustness Analysis of Covariance Matrix Estimates18th European Signal Processing Conference (EUSIPCO 2010), Aug 2010, Aalborg, Denmark
Communication dans un congrès
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Optimal parameter estimation in heterogeneous clutter for high resolution polarimetric SAR dataIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.855-858, ⟨10.1109/IGARSS.2010.5654203⟩
Communication dans un congrès
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A New method for High Resolution Polarimetric SAR Data Classification Based on the M-Box TestEUSAR 2010 - 8th European Conference on Synthetic Aperture Radar, Jun 2010, Aachen, Germany. pp.n.c
Communication dans un congrès
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Roll Invariant Target Detection based on PolSAR Clutter ModelsIGARSS 2010 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2010, Honolulu, Hawaii, United States. pp.4, ⟨10.1109/IGARSS.2010.5653522⟩
Communication dans un congrès
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Hierarchical Segmentation of Polarimetric SAR Images using Heterogeneous Clutter ModelsIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.5-8, ⟨10.1109/IGARSS.2009.5418271⟩
Communication dans un congrès
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Adaptive MIMO radar detection in non-Gaussian and heterogeneous clutter considering fluctuating targets2009 IEEE/SP 15th Workshop on Statistical Signal Processing , Aug 2009, Cardiff, United Kingdom. 4 p. on CD-ROM, ⟨10.1109/SSP.2009.5278651⟩
Communication dans un congrès
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Estimation and segmentation in non-Gaussian POLSAR clutter by SIRV stochastic processesIGARSS 2009 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2009, Le Cap, South Africa. pp.III-963-III-966, ⟨10.1109/IGARSS.2009.5417935⟩
Communication dans un congrès
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Comparison of various detection schemes for STAP radar based on experimental data2009 International Radar Conference "Surveillance for a Safer World" (RADAR 2009), Oct 2009, Bordeaux, France
Communication dans un congrès
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Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Apr 2009, Taipei, Taiwan. pp.non communiqué, ⟨10.1109/ICASSP.2009.4960016⟩
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Estimation of the normalized coherency matrix through the SIRV model. Application to high resolution POLSAR dataPOLinSAR 2009 - 4th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2009, Frascati, Italy. 8 p
Communication dans un congrès
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A sirv-cfar adaptive detector exploiting persymmetric clutter covariance structure2008 IEEE Radar Conference, May 2008, Rome, Italy. pp.CD-ROM Proceedings, ⟨10.1109/RADAR.2008.4720921⟩
Communication dans un congrès
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Analyse de signaux STAP - Détection et EstimationClub STAP ONERA, Mar 2008, Palaiseau, France
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Normalized Coherency Matrix Estimation Under the SIRV Model. Alpine Glacier Polsar Data AnalysisIGARSS 2008 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2008, Boston, MA, United States. ⟨10.1109/IGARSS.2008.4778796⟩
Communication dans un congrès
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Coherency matrix estimation for heterogeneous clutter through the SIRV model. Application to high resolution POLSAR imagesDLR-CNES 2008 - 8th Workshop Information Extraction and Scene Understanding for Meter Resolution Images, Oct 2008, Toulouse, France
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On Persymmetric Covariance Matrices in Adaptive Detection2008 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), Mar 2008, Las Vegas, United States. ⟨10.1109/ICASSP.2008.4518107⟩
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On a SIRV-CFAR detector with radar experimentations in impulsive noise14th European Signal Processing Conference (EUSIPCO 2006), Sep 2006, Florence, Italy
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Theoretical Analysis of an Improved Covariance Matrix Estimator in non-Gaussian Noise(ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphia, United States. pp.69-72, ⟨10.1109/ICASSP.2005.1415947⟩
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Propriété CFAR-Matrice du Détecteur BORD -Application Radar sur Signaux Expérimentaux non-GaussiensVingt-cinquième Colloque GRETSI 2005, Sep 2005, Louvain-la-Neuve, Belgique
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Bayesian Optimum Radar Detector Performances Against Ground Clutter DataProc. of the IEEE-RADAR-04,, Oct 2004, Toulouse, France
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Radar Detection in Compound-Gaussian ClutterIEEE-RADAR-04, Oct 2004, Toulouse, France
Communication dans un congrès
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Constant false alarm rate detection in Spherically Invariant Random Processes12th European Signal Processing Conference (EUSIPCO 2008), Sep 2004, Vienna, Austria
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An Overview of Covariance‐based Change Detection Methodologies in Multivariate SAR Image Time SeriesChange Detection and Image Time Series Analysis 1, 1, Wiley, 2021, ⟨10.1002/9781119882268.ch3⟩
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Covariance Matrix Estimation in SIRV and Elliptical Processes and Their Applications in Radar DetectionIET. Modern Radar Detection Theory, chapter 8, Scitech Publishing, pp.295-332, 2015, 978-1-61353-199-0. ⟨10.1049/SBRA509E_ch⟩
Chapitre d'ouvrage
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On the use of Matrix Information Geometry for Polarimetric SAR Image ClassificationMatrix Information Geometry, Springer Berlin Heidelberg, pp.257-276, 2013, ⟨10.1007/978-3-642-30232-9_10⟩
Chapitre d'ouvrage
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Improving portfolios global performance using a cleaned and robust covariance matrix estimate2019
Autre publication scientifique
halshs-02354596v1
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Recent advances in adaptive radar detection2014
Autre publication scientifique
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