Publications
, "Kernel spectral clustering of large dimensional data", arXiv preprint arXiv:1510.03547, Submitted.
, "Spectral analysis of the Gram matrix of mixture models", arXiv preprint arXiv:1510.03463, Submitted.
, "Convergence and Fluctuations of Regularized Tyler Estimators", IEEE Transactions on Signal Processing, vol. 64, issue 4, no. 1048 - 1060, 2016.
, "Distributed Production-Sharing Optimization and Application to Power Grid Networks", IEEE Transactions on Signal and Information Processing over Networks, vol. 2, issue 1, pp. 16 - 28, 03/2016.
, "Large System Analysis of Base Station Cooperation for Power Minimization", IEEE Transactions- Wireless Communication, 2016, 2016.
, "Performance Analysis of Spectral Community Detection in Realistic Graph Models", 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, 03/2016.
, "Random matrix improved community detection in heterogeneous networks", ASILOMAR 2016, 2016.
, "Reducing the Computational Complexity of Multicasting in Large-Scale Antenna Systems", IEEE Transaction on Wireless Communications, 07/2016.
, "Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals", Elsevier Journal of Multivariate Analysis, vol. 143, pp. 249-274, 2016.
, "Base Station Cooperation for Power Minimization in the Downlink: Large System Analysis", IEEE Global Communications Conference (GLOBECOM), 2015.
, "Estimation of Toeplitz covariance matrices in large dimensional regime with application to source detection large", IEEE Transactions on Signal Processing, vol. 63, no. 18, pp. 4903-4913, 2015.
, "Interference-Aware RZF Precoding for Multi-Cell Downlink Systems", IEEE Transactions on Signal Processing, vol. 63, issue 15, pp. 3959-3973, 08/2015.
, "Large dimensional analysis of Maronna’s M-estimator with outliers", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'15), Brisbane, Australia, 2015.
, "Large dimensional analysis of robust M-estimators of covariance with outliers", IEEE Transactions on Signal Processing, vol. 63, no. 21, pp. 5784-5797, 2015.
, "Minimum Variance Portfolio Optimization in the Spiked Covariance Model", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.
, "On the Necessity of Binning for the Distributed HT Problem", IEEE International Symposium on Information Theory, Hong-Kong, 2015.
, "Optimal design of the adaptive normalized matched filter detector", arXiv preprint arXiv:1501.06027, 2015.
, "The Random Matrix Regime of Maronna's M-estimator with elliptically distributed samples", Journal of Multivariate Analysis, vol. 139, pp. 56-78, 2015.
, "RMT for Whitening Space Correlation and Applications to Radar Detection", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.
, "Robust spiked random matrices and a robust G-MUSIC estimator", Journal of Multivariate Analysis, vol. 140, pp. 139-161, 2015.
, "A Robust Statistics Approach to Minimum Variance Portfolio Optimization", IEEE Transactions on Signal Processing, vol. 63, no. 24, 2015.
, "Second order statistics of bilinear forms of robust scatter estimators", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015.
, "The Second-Order Coding Rate of the MIMO Rayleigh Block-Fading Channel", IEEE Transactions on Information Theory, vol. 61, 2015.
, "Understanding Big Data Spectral Clustering", 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.
, "Analysis of the limiting spectral measure of large random matrices of the separable covariance type", Random Matrix Theory and Applications, vol. 3, pp. 1-23, 2014.
, "Asynchronous Alternating Direction Method of Multipliers Applied to The Direct-Current Optimal Power Flow Problem", ICASSP, Florence, Italy, 2014.
, "On the convergence of Maronna's M-estimators of scatter", IEEE Signal Processing Letters, vol. 22, issue 6, pp. 709-712, 2014.
, "Joint Estimation and Detection Against Independence", Fifty-second Allerton Conference on Communication, Control, and Computing, Allerton, IL, USA, 2014, 2014.
, "Large Dimensional Analysis and Optimization of Robust Shrinkage Covariance Matrix Estimators", Journal of Multivariate Analysis, vol. 131, pp. 99-120, 2014.
, "Minimum variance portfolio optimization with robust shrinkage covariance estimation", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2014.
, "The outliers among the singular values of large rectangular random matrices with additive fixed rank deformation", Markov Processes and Related Fields, vol. 20, 2014.
, "Robust covariance estimation and linear shrinkage in the large dimensional regime", EEE International Workshop on Machine Learning for Signal Processing (MLSP'14), Reims, France, 2014.
, "Robust Estimates of Covariance Matrices in the Large Dimensional Regime", IEEE Transactions on Information Theory, vol. 60, issue 11, pp. 7269-7278, 2014.
, "Robust G-MUSIC", European Signal Processing Conference (EUSIPCO'14),, Lisbon, Portugal, 2014.
, "Analysis and Management of Heterogeneous User Mobility in Large-scale Downlink Systems", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2013.
, "Fluctuations of an Improved Population Eigenvalue Estimator in Sample Covariance Matrix Models", IEEE Transactions on Information Theory, vol. 59, issue 2, pp. 1149-1163, 02/2013.
, "Fluctuations of spiked random matrix models and failure diagnosis in sensor networks", IEEE Transactions on Information Theory, vol. 59, issue 1, 2013.
, "A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing", ICASSP, 2013.
, "Large System Analysis of Linear Precoding in MISO Broadcast Channels with Confidential Messages", IEEE Journal on Selected Areas in Communications - “Signal Processing Techniques for Wireless Physical Layer Security", vol. 31 , issue 9, pp. 1660 - 1671, 09/2013.
, "Performance of mutual information inference methods under unknown interference", IEEE Transactions on Information Theory, vol. 59, issue 2, pp. 1129-1148, 02/2013.
, "Secrecy Sum-Rates with Regularized Channel Inversion Precoding Under Imperfect CSI at the Transmitter", ICASSP, Vancouver, Canada, 2013.
, "Signal Processing in Large Systems: a New Paradigm", IEEE Signal Processing Magazine, vol. 30, no. 1, pp. 24-39, 2013.
, "Statistical Inference in Large Antenna Arrays under Unknown Noise Pattern", IEEE Transactions on Signal Processing, vol. 61, issue 22, 2013.
, "Analysis of Multicell Cooperation with Random User Locations Via Deterministic Equivalents", Eighth Workshop on Spatial Stochastic Models for Wireless Networks (SPASWIN). Held in conjunction with WiOpt 2012., Paderborn, Germany, 05/2012.
, "Concurrent data transmissions in green wireless networks: when best send one’s packets", International Symposium on Wireless Communication Systems, Paris, France, 2012.
, "Electrical Vehicles in the Smart Grid: A Mean Field Game Analysis", IEEE Journal on Selected Areas in Communications: Smart Grid Communications Series, vol. 30, no. 7, 07/2012.
, "On The Fluctuations of The SINR at the Wiener Filter Output for Non Centered Channels: The non Gaussian Case", ICASSP, Kyoto, Japan, 2012.
, "Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels under Limited Feedback", IEEE Transactions on Information Theory, vol. 58, issue 7, pp. 4509 - 4537, 07/2012.
, "A mean field game analysis of electric vehicles in the smart grid", IEEE INFOCOM, Orlando, FL, USA, 03/2012.
, "Optimal 3D Cell Planning: A Random Matrix Approach", IEEE Global Communications Conference (GLOBECOM'12), Anaheim, California, USA, 2012.
, "Random Beamforming over Quasi-Static and Fading Channels: A Deterministic Equivalent Approach", IEEE Transactions on Information Theory, vol. 58, issue 10, pp. 6392 - 6425, 10/2012.
, "A Random Matrix Approach to the Finite Blocklength Regime of MIMO Fading Channels", IEEE International Symposium on Information Theory (ISIT), Cambridge, MA, US, 2012.
, "Random Matrix Theory Rate Learning for Cognitive Small Cells", Wireless World Research Forum Meeting (WWRF) 29, Berlin, Germany, 2012.
, "Asymptotic Analysis of Double-Scattering Channels", Asilomar 2011, Pacific Grove, California, USA, 2011.
, "A CLT for capacity inference methods undercolored interference", IEEE GLOBECOM, Houston, Texas, 2011.
, "CLT for Eigen-Inference Methods in Cognitive Radios", ICASSP, Prague, Czech Rebuplic, 2011.
, "De la radio logicielle `a la radio intelligente", De la radio logicielle `a la radio intelligente: Lavoisier-Herms, 2011.
, "A Deterministic Equivalent for the Analysis of Correlated MIMO Multiple Access Channels", IEEE Transactions on Information Theory, vol. 57, no. 6, pp. 3493-3514, 2011.
, "Deterministic Equivalent for the SINR of Regularized Zero-forcing Precoding in Correlated MISO Broadcast Channels with Imperfect CSIT", IEEE International Conference on Communications (ICC), Kyoto, Japan, 2011.
, "Deterministic Equivalents for the Performance Analysis of Isometric Random Precoded Systems", IEEE International Conference on Communications (ICC), Kyoto, Japan, 2011.
, "Eigen-Inference for Energy Estimation of Multiple Sources", IEEE Transactions on Information Theory, vol. 57, issue 4, pp. 2420-2439, April 2011.
, "G-estimation pour l’ajustement de d´ebit dans les r´eseaux cognitifs", GRETSI, Bordeaux, France, 2011.
, "Random Matrices", Mathematical Foundations for Signal Processing, Communications and Networking: Auerbach Publications, CRC Press, Taylor and Francis Group, 11/2011.
, Random Matrix Theory Methods for Wireless Communications: Cambridge University Press, 10/2011.
, Réseaux à petites cellules économes en énergie, http://www.techniques-ingenieur.fr/base-documentaire/technologies-de-l-information-th9/innovations-en-reseaux-et-telecommunications-42462210/reseaux-a-petites-cellules-economes-en-energie-in141/?user-activated, Techniques de l'ingenieur, 08/2011.
, "Bayesian Foundations of Channel Estimation for Smart Radios", Advances in Electronics and Telecommunications, vol. 1, no. 1, pp. 41-49, 2010.
, "A Bayesian Framework for Collaborative Multi-Source Signal Sensing", IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5186-5195, 2010.
, "Eigen-inference for multi-source power estimation", IEEE International Sysmposium on Information Theory (ISIT 2010), Austin,Texas, 2010.
, "Fluctuations of the Mutual Information in Large Distributed Antenna Systems with Colored Noise", Allerton Conference, Urbana-Champaing, Illinois, USA, 2010.
, "Information theoretic approach to synchronization: the OFDM carrier frequency offset example", Sixth Advanced International Conference on Telecommunications, Barcelona,Spain, 2010.
, "Large System Analysis of Zero-Forcing Precoding in MISO Broadcast Channels with Limited Feedback", IEEE International Workshop on Signal Processing Advances for Wireless Communications, Marrakech, Morocco, 2010.
, "Le téléphone du futur: plus intelligent pour une exploitation optimale des fréquences", Revue de l'Electricité et de l'Electronique, no. 6, pp. 71-83, 2010.
, "Les Réseaux à Petites Cellules Economes en Energie", Revue de l'Electricité et de l'Electronique, vol. 2010, pp. 51-56, November 2010.
, Method and Apparatus for OFDM Spectral Diversity Using Guard Bands, no. PCT/EP2009/004836, 01/2010.
, "Optimal Training in Large TDD Multi-user Downlink Systems under Zero-forcing and Regularized Zero-forcing Precoding", IEEE Global Communications Conference (GLOBECOM), Miami, Florida, 2010.
, "Orthogonal Frequency Division Multiple Access (OFDMA)", Orthogonal Frequency Division Multiple Access Fundamentals and Applications: Auerbach Publications, CRC Press, Taylor & Francis, 04/2010.
, Process and Apparatus for Performing Initial Carrier Frequency Offset in an OFDM Communication System, no. PCT/EP2009/009315, 07/2010.
, "Self-Organized Spectrum Sharing in Large MIMO Multiple-Access Channels", IEEE International Sysmposium on Information Theory (ISIT 2010), Austin,Texas, 2010.
, "Asymptotic Analysis of Correlated Multi-Antenna Broadcast Channels", IEEE Wireless Communications and Networking Conference, Budapest, Hungary, 2009.
, "Asymptotic Capacity of Multi-User MIMO Communications", IEEE Information Theory Workshop, Sicily, Italy, 2009.
, "Bayesian Inference for Multiple Antenna Cognitive Receivers", IEEE Wireless Communications and Networking Conference, Budapest, Hungary, 2009.
, "Flexible OFDM schemes for bursty transmissions", IEEE Wireless Communications and Networking Conference, Budapest, Hungary, 2009.
, "Mathematical Foundations of Cognitive Radios", Journal of Telecommunications and Information Technologies(JTIT), no. 4, 2009.
, "Mathematical Foundations of Cognitive Radios", National URSI Symposium, Warsaw, Poland, 2009.
, "A maximum entropy approach to OFDM channel estimation", IEEE International Workshop on Signal Processing Advances for Wireless Communications, Perugia, Italy, 2009.
, "Outage performance of flexible OFDM schemes in packet-switched transmissions", EURASIP Journal on Advances in Signal Processing, vol. 2009, Article ID 698417, 9 pages, 2009.
, "Rate Region of Correlated MIMO Multiple Access and Broadcast Channels", IEEE Workshop on Statistical Signal Processing, Cardiff, UK, 2009.
, "Free Deconvolution for OFDM MultiCell SNR Detection", PIMRC (Cognitive Radio Workshop), Cannes, France, 2008.
, "The Space Frontier: Physical Limits of Multiple Antenna Information Transfer", Inter-Perf 2008: Workshop on Interdisciplinary Systems Approach in Performance Evaluation and Design of Computer and Communication Systems, Athens, Greece, 2008.