Matthieu Kowalski
Matthieu Kowalski
Universite Paris-Saclay
Bestätigte E-Mail-Adresse bei universite-paris-saclay.fr - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Sparse regression using mixed norms
M Kowalski
Applied and Computational Harmonic Analysis 27 (3), 303-324, 2009
2772009
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
1872013
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
1772012
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
1692009
Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators
M Kowalski, K Siedenburg, M Dörfler
Signal Processing, IEEE Transactions on 61 (10), 2498-2511, 2013
1012013
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
752010
Structured sparsity: From mixed norms to structured shrinkage
M Kowalski, B Torrésani
SPARS'09, 2009
652009
Audio declipping with social sparsity
K Siedenburg, M Kowalski, M Dörfler
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
532014
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
532009
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
452011
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
432013
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
412009
Thresholding rules and iterative shrinkage/thresholding algorithm: A convergence study
M Kowalski
2014 IEEE International Conference on Image Processing (ICIP), 4151-4155, 2014
352014
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
242018
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
242008
Accelerating ISTA with an active set strategy
M Kowalski, P Weiss, A Gramfort, S Anthoine
162011
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
152017
Low-rank time-frequency synthesis
C Févotte, M Kowalski
Advances in Neural Information Processing Systems, 3563-3571, 2014
152014
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
142015
Audio inpainting with social sparsity
K Siedenburg, M Dörfler, M Kowalski
SPARS (Signal Processing with Adaptive Sparse Structured Representations) 2, 2013
142013
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