Matthieu Kowalski

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	All	Since 2016
Citations	1705	1001
h-index	17	15
i10-index	24	22

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200820092010201120122013201420152016201720182019202020219 30 40 64 94 123 147 173 144 226 269 182 175 4

Co-authors

Alexandre GramfortINRIA, Univ. Paris-SaclayVerified email at inria.fr
Bruno TorresaniProfessor in Mathematics, Aix-Marseille Université, Institut de Mathématiques de MarseilleVerified email at univ-amu.fr
Matti HamalainenMassachusetts General HospitalVerified email at nmr.mgh.harvard.edu
Jens HaueisenFull Professor and chair of the Institute of Biomedical Engineering and Informatics, TU IlmenauVerified email at tu-ilmenau.de
Monika DörflerUniversity of ViennaVerified email at univie.ac.at
Kai SiedenburgPostdoctoral Fellow, University of OldenburgVerified email at uni-oldenburg.de
FENG FangchenLaboratoire de Traitement et Transport de l'Information (L2TI), Université Paris 13Verified email at univ-paris13.fr
Clement LarocheGN Audio A/SVerified email at jabra.com
Emmanuel VincentSenior Research Scientist, InriaVerified email at inria.fr
Rémi GribonvalInria & ENS de LyonVerified email at ens-lyon.fr
Liva RalaivolaCriteo AI Labs (on leave from Aix-Marseille Université)Verified email at criteo.com
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseVerified email at irit.fr
Frédéric SchmidtProfessor, GEOPS Geoscience Paris SaclayVerified email at universite-paris-saclay.fr
Peter BalazsAcoustics Research Institute, Austrian Academy of SciencesVerified email at oeaw.ac.at
Thomas RodetProfesseur de traitement du signal à l'Ecole normale supérieure Paris SaclayVerified email at ens-cachan.fr
Nicolas GacL2S (Univ Paris Saclay/CNRS/Centralesupelec)Verified email at l2s.centralesupelec.fr
Hau-Tieng WuMathematics and Statistical Science, Duke UniversityVerified email at math.toronto.edu
pierre weissChargé de recherche, ITAV, UMS3039Verified email at math.univ-toulouse.fr
Gaël VaroquauxResearch director, INRIAVerified email at normalesup.org
Bertrand ThirionInriaVerified email at inria.fr

Matthieu Kowalski

Universite Paris-Saclay

Verified email at universite-paris-saclay.fr - Homepage

Signal Processing Inverse Problems Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Sparse regression using mixed norms M Kowalski Applied and Computational Harmonic Analysis 27 (3), 303-324, 2009	295	2009
Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations A Gramfort, D Strohmeier, J Haueisen, MS Hämäläinen, M Kowalski NeuroImage 70, 410-422, 2013	203	2013
Mixed-norm estimates for the M/EEG inverse problem using accelerated gradient methods A Gramfort, M Kowalski, M Hämäläinen Physics in Medicine & Biology 57 (7), 1937, 2012	191	2012
Sparsity and Persistence: mixed norms provide simple signal models with dependent coefficients, Signal M Kowalski, B Torrésani Signal Image and Video Processing 3 (3), 251-264, 2009	173	2009
Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators M Kowalski, K Siedenburg, M Dörfler Signal Processing, IEEE Transactions on 61 (10), 2498-2511, 2013	105	2013
Beyond the narrowband approximation: Wideband convex methods for under-determined reverberant audio source separation M Kowalski, E Vincent, R Gribonval IEEE Transactions on Audio, Speech, and Language Processing 18 (7), 1818-1829, 2010	80	2010
Structured sparsity: From mixed norms to structured shrinkage M Kowalski, B Torrésani SPARS'09, 2009	65	2009
Audio declipping with social sparsity K Siedenburg, M Kowalski, M Dörfler 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014	60	2014
Multiple indefinite kernel learning with mixed norm regularization M Kowalski, M Szafranski, L Ralaivola Proceedings of the 26th Annual International Conference on Machine Learning …, 2009	55	2009
Functional brain imaging with M/EEG using structured sparsity in time-frequency dictionaries A Gramfort, D Strohmeier, J Haueisen, M Hamalainen, M Kowalski Biennial International Conference on Information Processing in Medical …, 2011	48	2011
Adapted and adaptive linear time-frequency representations: a synthesis point of view P Balazs, M Dörfler, M Kowalski, B Torrésani IEEE Signal Processing Magazine 30 (6), 20-31, 2013	47	2013
Improving m/eeg source localizationwith an inter-condition sparse prior A Gramfort, M Kowalski 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2009	42	2009
Thresholding rules and iterative shrinkage/thresholding algorithm: A convergence study M Kowalski 2014 IEEE International Conference on Image Processing (ICIP), 4151-4155, 2014	38	2014
Convex Optimization approach to signals with fast varying instantaneous frequency M Kowalski, A Meynard, HT Wu Applied and Computational Harmonic Analysis 44 (1), 89-122, 2018	28	2018
Random models for sparse signals expansion on unions of bases with application to audio signals M Kowalski, B Torrésani IEEE Transactions on Signal Processing 56 (8), 3468-3481, 2008	26	2008
Drum extraction in single channel audio signals using multi-layer non negative matrix factor deconvolution C Laroche, H Papadopoulos, M Kowalski, G Richard 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017	19	2017
Revisiting sparse ICA from a synthesis point of view: Blind source separation for over and underdetermined mixtures F Feng, M Kowalski Signal Processing 152, 165-177, 2018	18	2018
Accelerating ISTA with an active set strategy M Kowalski, P Weiss, A Gramfort, S Anthoine	17	2011
A structured nonnegative matrix factorization for source separation C Laroche, M Kowalski, H Papadopoulos, G Richard 2015 23rd European Signal Processing Conference (EUSIPCO), 2033-2037, 2015	16	2015
Low-rank time-frequency synthesis C Févotte, M Kowalski Advances in Neural Information Processing Systems 27, 3563-3571, 2014	16	2014

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