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Matthieu Kowalski | Researchclopedia

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Matthieu Kowalski

Centre National de la Recherche Scientifique ORCID

106

Works

1,564

Citations

17

h-index

21

i10-index

Research Topics

Image and Signal Denoising Methods Blind Source Separation Techniques Sparse and Compressive Sensing Techniques

Affiliations

Université Paris-Sud2011–2018

Supélec2009–2018

Centre National de la Recherche Scientifique2010–2026

Institut national de recherche en sciences et technologies du numérique2015–2016

York University1999–1999

Top Works

Sparse regression using mixed norms

Matthieu Kowalski

2009262 citations

Speech and Audio Processing

Advanced Adaptive Filtering Techniques

Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations

Alexandre Gramfort,Daniel Strohmeier,et al.

2013239 citations

Mixed-norm estimates for the M/EEG inverse problem using accelerated gradient methods

Alexandre Gramfort,Matthieu Kowalski,et al.

2012231 citations

Sparsity and persistence: mixed norms provide simple signal models with dependent coefficients

Matthieu Kowalski,Bruno Torrésani

2008125 citations

Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators

Matthieu Kowalski,Kai Siedenburg,et al.

201381 citations

Audio declipping with social sparsity

Kai Siedenburg,Matthieu Kowalski,et al.

201465 citations

Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation

Matthieu Kowalski,Emmanuel Vincent,et al.

201054 citations

Convex Optimization approach to signals with fast varying instantaneous frequency

Matthieu Kowalski,Adrien Meynard,et al.

201646 citations

Functional Brain Imaging with M/EEG Using Structured Sparsity in Time-Frequency Dictionaries

Alexandre Gramfort,Daniel Strohmeier,et al.

201144 citations