Concepedia

Matthieu Kowalski

MK

21

Publications

1.5K

Citations

17

H-Index

2008

Active since

Affiliations

Laboratoire des signaux et systèmes(Current)

Centre National de la Recherche Scientifique

CEA Paris-Saclay

Commissariat à l'Énergie Atomique et aux Énergies Alternatives

Supélec

Matthieu Kowalski is an author at Laboratoire des signaux et systèmes specializing in engineering, signal processing, and inverse problems.

Top concepts

EngineeringSignal ProcessingInverse ProblemsCompressive SensingStatisticsData ScienceSpeech ProcessingPattern RecognitionApproximation TheoryFunctional Data Analysis

Publications per year

2008–2018

21

Publications

21

Sparse regression using mixed norms

Matthieu Kowalski · Applied and Computational Harmonic Analysis · 2009 · 261 citations · Full text

Sparse Representation, Engineering, Compressive Sensing +6

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

Alexandre Gramfort, Daniel Strohmeier, Jens Haueisen et al. · NeuroImage · 2013 · 238 citations · Full text

Sparse M/eeg, Engineering, Neuroimaging Modality +14

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

Alexandre Gramfort, Matthieu Kowalski, Matti Hämäläinen · Physics in Medicine and Biology · 2012 · 230 citations · Full text

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

Matthieu Kowalski, Bruno Torrésani · Signal Image and Video Processing · 2008 · 125 citations · Full text

Statistical Signal Processing, Dependent Coefficients, Mixed Norms +10

Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators

Matthieu Kowalski, Kai Siedenburg, Monika Dörfler · IEEE Transactions on Signal Processing · 2013 · 81 citations · Full text

Graph Sparsity, Engineering, Machine Learning +20

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