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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⟩
Conference papers hal-01633446v1
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Performance-Complexity Trade-Off in Large Dimensional Statistics

Tayeb Zarrouk , Romain Couillet , Florent Chatelain , Nicolas Le Bihan
MLSP 2020 - IEEE 30th International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (virtual), Finland. ⟨10.1109/MLSP49062.2020.9231568⟩
Conference papers hal-02961057v1
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Pourquoi les matrices aléatoires expliquent l'apprentissage ? Un argument d'universalité offert par les GANs

Mohamed El Amine Seddik , Mohamed Tamaazousti , Romain Couillet
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference papers hal-02971207v1
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Kernel random matrices of large concentrated data: the example of GAN-generated images

Mohamed El Amine Seddik , Mohamed Tamaazousti , Romain Couillet
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683333⟩
Conference papers hal-02971224v1
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A Random Matrix Approach to Echo-State Neural Networks

Romain Couillet , Gilles Wainrib , Hafiz Tiomoko Ali , Harry Sevi
International Conference on Machine Learning (ICML 2016), Jun 2016, New York, United States
Conference papers hal-01812026v1

Random Matrix Methods for Machine Learning

Romain Couillet , Zhenyu Liao
Cambridge University Press, 1, 2022, ⟨10.1017/9781009128490⟩
Books hal-03946535v1
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Large System Analysis of Zero-Forcing Precoding in MISO Broadcast Channels with Limited Feedback

Sebastian Wagner , Romain Couillet , Dirk Slock , Merouane Debbah
11th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Jun 2010, Marrakech, Morocco. pp.1 - 5, ⟨10.1109/SPAWC.2010.5671035⟩
Conference papers hal-00675528v1
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Base Station Cooperation for Power Minimization in the Downlink: Large System Analysis

Luca Sanguinetti , Romain Couillet , Mérouane Debbah
IEEE Global Communications Conference (GLOBECOM), Dec 2015, San Diego, United States. ⟨10.1109/glocom.2015.7417421⟩
Conference papers hal-01235908v1
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On the Necessity of Binning for the Distributed Hypothesis Testing Problem

Gil Katz , Pablo Piantanida , Romain Couillet , Merouane Debbah
IEEE International Symposium on Information Theory, Jun 2015, hong kong, Hong Kong SAR China. ⟨10.1109/isit.2015.7282966⟩
Conference papers hal-01242524v1

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⟩
Conference papers hal-01092916v1
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Minimum variance portfolio optimization in the spiked covariance model

Liusha Yang , Romain Couillet , Matthew R. Mckay
IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015) , Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383724⟩
Conference papers hal-01262633v1

Eigen-Inference for Multi-Source Power Estimation

Romain Couillet , Jack W. Silverstein , Merouane Debbah
ISIT 2010, Jun 2010, Austin, United States. pp.ISIT 2010 - Couillet
Conference papers hal-00553483v1
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Asymptotic Analysis of Correlated Multi-Antenna Broadcast Channels

Romain Couillet , Sebastian Wagner , Merouane Debbah
IEEE Wireless Communications and Networking Conference, Apr 2009, Budapest, Hungary. 6 p
Conference papers hal-00392393v1
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Le téléphone du futur: plus intelligent pour une exploitation optimale des fréquences

Romain Couillet , Merouane Debbah
REVUE DE l'ELECTRICITE ET DE L'ELECTRONIQUE, 2010, pp.REE 2010 - Couillet
Journal articles hal-00556215v1

Fundamentals of OFDMA Synchronization

Romain Couillet , Merouane Debbah
Orthogonal Frequency Division Multiple Access (OFDMA), Auerbach Publications, CRC Press, Taylor & Francis, Chapitre 13, 2010
Book sections hal-00556218v1

METHOD FOR SHORT-TIME OFDM TRANSMISSION AND APPARATUS FOR PERFORMING FLEXIBLE OFDM MODULATION

Romain Couillet , Merouane Debbah
France, Patent n° : 08-SOA-119. 2008
Patents hal-00355321v1
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Concurrent data transmissions in green wireless networks: When best send one's packets?

Matthieu de Mari , Romain Couillet , Emilio Calvanese Strinati , Mérouane Debbah
IEEE ISWCS 2012, Aug 2012, Paris, France. pp.596 - 600, ⟨10.1109/ISWCS.2012.6328437⟩
Conference papers hal-00769469v1
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Analysis of Multicell Cooperation with Random User Locations Via Deterministic Equivalents

Jakob Hoydis , Axel Müller , Romain Couillet , Mérouane Debbah
WiOpt 2012, May 2012, Paderborn, Germany. pp.374 - 379
Conference papers hal-00769460v1
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On the Spectrum of Random Features Maps of High Dimensional Data

Zhenyu Liao , Romain Couillet
ICML 2018 - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden
Conference papers hal-01954933v1
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Distributed Production-Sharing Optimization and Application to Power Grid Networks

Azary Abboud , Franck Iutzeler , Romain Couillet , Merouane Debbah , Houria Siguerdidjane
IEEE Transactions on Signal and Information Processing over Networks, 2016, 2 (1), pp.16-28. ⟨10.1109/TSIPN.2015.2509182⟩
Journal articles hal-01258753v1

Random matrix improved covariance estimation for a large class of metrics

Malik Tiomoko , Florent Bouchard , Guillaume Ginolhac , Romain Couillet
Journal of Statistical Mechanics: Theory and Experiment, 2020, 2020 (12), pp.124011. ⟨10.1088/1742-5468/abcaf2⟩
Journal articles hal-03273070v1
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Community Detection in Sparse Realistic Graphs: Improving the Bethe Hessian

Lorenzo Dall'Amico , Romain Couillet
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8683594⟩
Conference papers hal-02153916v1
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Electrical Vehicles in the Smart Grid: A Mean Field Game Analysis

Romain Couillet , Samir Medina Perlaza , Hamidou Tembine , Mérouane Debbah
IEEE Journal on Selected Areas in Communications, 2012, 30 (6), pp.1086-1096. ⟨10.1109/JSAC.2012.120707⟩
Journal articles hal-00769395v1
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Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels under Limited Feedback

Sebastian Wagner , Romain Couillet , Mérouane Debbah , Dirk T. M. Slock
IEEE Transactions on Information Theory, 2012, 58 (7), pp.4509 - 4537. ⟨10.1109/TIT.2012.2191700⟩
Journal articles hal-00769398v1
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Analysis of Multicell Cooperation with Random User Locations Via Deterministic Equivalents

Jakob Hoydis , Axel Müller , Romain Couillet , Merouane Debbah
WiOpt'12: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, May 2012, Paderborn, Germany. pp.373-379
Conference papers hal-00766541v1

Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels under Limited Feedback

Sebastian Wagner , Romain Couillet , Merouane Debbah , Dirk Slock
2012
Preprints, Working Papers, ... hal-00675502v1
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Flexible OFDM schemes for bursty transmissions

Romain Couillet , Merouane Debbah
IEEE Wireless Communications and Networking Conference 2009, Apr 2009, Budapest, Hungary. 6 p
Conference papers hal-00392391v1
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Asymptotic Capacity of Multi-User MIMO Communications

Romain Couillet , Merouane Debbah , Jack W. Silverstein
IEEE Information Theory Workshop (ITW 2009), Oct 2009, Italy. 5 p
Conference papers hal-00447031v1
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Information theoretic approach to synchronization: the OFDM carrier frequency offset example

Romain Couillet , Merouane Debbah
AICT, 2010, Barcelona, Spain. pp.AICT - Couillet - 2010
Conference papers hal-00553675v1
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A Bayesian Framework for Collaborative Multi-Source Signal Sensing

Romain Couillet , Merouane Debbah
IEEE Transactions on Signal Processing, 2010, pp.SP 2010 - Couillet. ⟨10.1109/tsp.2010.2052921⟩
Journal articles hal-00553690v1