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Frédéric Pascal

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Identifiants chercheurs

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

romain-couillet
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Optimal Design of the Adaptive Normalized Matched Filter Detector

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed-Slim Alouini
IEEE Transactions on Aerospace and Electronic Systems, 2018, 54 (2), pp.755-769. ⟨10.1109/taes.2017.2766538⟩
Article dans une revue hal-01242462v1
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Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals

Romain Couillet , Abla Kammoun , Frédéric Pascal
Journal of Multivariate Analysis, 2016, 143, pp.249-274. ⟨10.1016/j.jmva.2015.08.021⟩
Article dans une revue hal-01262635v1
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Convergence and Fluctuations of Regularized Tyler Estimators

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed-Slim Alouini
IEEE Transactions on Signal Processing, 2016, 64 (4), pp.1048-1060. ⟨10.1109/tsp.2015.2494858⟩
Article dans une revue hal-01377665v1
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The random matrix regime of Maronna’s M-estimator with elliptically distributed samples

Romain Couillet , Frédéric Pascal , Jack W. Silverstein
Journal of Multivariate Analysis, 2015, 139, pp.56-78. ⟨10.1016/j.jmva.2015.02.020⟩
Article dans une revue hal-01242488v1
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On the Convergence of Maronna's M-Estimators of Scatter

Yacine Chitour , Romain Couillet , Frédéric Pascal
IEEE Signal Processing Letters, 2015, 22 (6), pp.709-712. ⟨10.1109/LSP.2014.2367547⟩
Article dans une revue hal-01251753v1
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Robust Estimates of Covariance Matrices in Large Dimensional Regime

Romain Couillet , Frédéric Pascal , Jack W. Silverstein
IEEE Transactions on Information Theory, 2014, 60 (11), pp.7269 - 7278. ⟨10.1109/TIT.2014.2354045⟩
Article dans une revue hal-01104000v1
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PCA-based Multi Task Learning: a Random Matrix Approach

Malik Tiomoko , Romain Couillet , Frédéric Pascal
Proceedings of the 40th International Conference on Machine Learning, PMLR 202, Jul 2023, Honololu, Hawaii, United States. pp.34280-34300
Communication dans un congrès hal-03420009v2
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Optimal Design of Adaptive Normalized Matched Filter For Large Antenna Arrays

Abla Kammoun , Romain Couillet , Frédéric Pascal , Mohamed Slim-Alouini
2016 IEEE Statistical Signal Processing Workshop (SSP), Jun 2016, Palma de Majorca, Spain. ⟨10.1109/ssp.2016.7551722⟩
Communication dans un congrès hal-01633446v1
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Second order statistics of bilinear forms of robust scatter estimators

Abla Kammoun , Romain Couillet , Frédéric Pascal
40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178604⟩
Communication dans un congrès hal-01262625v1
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Estimation robuste dans le régime des grandes matrices aléatoires

Romain Couillet , Abla Kammoun , Frédéric Pascal
25eme Colloque GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès hal-01325047v1
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RMT for whitening space correlation and applications to radar detection

Romain Couillet , Maria S Greco , Jean-Philippe Ovarlez , Frédéric Pascal
IEEE 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⟩
Communication dans un congrès hal-01262631v1

Robust M-estimator of scatter for large elliptical samples

Romain Couillet , F. Pascal
IEEE SSP'14, Jun 2014, Gold Coast, Australia. pp.1-4, ⟨10.1109/SSP.2014.6884560⟩
Communication dans un congrès hal-01092916v1

Robust Estimates of covariance matrices in large dimensional regime and application to array processing

Frédéric Pascal , Romain Couillet
3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès hal-00935366v1

A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing

Romain Couillet , Frédéric Pascal , Jack W. Silverstein
2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. 5 p., ⟨10.1109/ICASSP.2013.6638930⟩
Communication dans un congrès hal-00830302v1