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Compressive Gaussian Mixture Estimation

 Anthony Bourrier , Rémi Gribonval , Patrick Pérez
Holger Boche; Robert Calderbank; Gitta Kutyniok; Jan Vybíral. Compressed Sensing and its Applications - MATHEON Workshop 2013, Birkhäuser Basel, pp.239--258, 2015, Applied and Numerical Harmonic Analysis, 978-3-319-16041-2. ⟨10.1007/978-3-319-16042-9_8⟩
Chapitre d'ouvrage hal-01181063v1
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Reconciling "priors" & "priors" without prejudice? (research report)

 Rémi Gribonval , Pierre Machart
[Research Report] RR-8366, INRIA. 2013
Rapport hal-00862925v2
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Diffuse noise robust multiple source localization based on matrix completion via trace norm minimization

 Nobutaka Ito , Emmanuel Vincent , Nobutaka Ono , Rémi Gribonval , Shigeki Sagayama
ASJ Spring Meeting, Mar 2011, Tokyo, Japan
Communication dans un congrès inria-00596138v1
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A compressed sensing approach to the simultaneous recording of multiple room impulse responses

 Alexis Benichoux , Emmanuel Vincent , Rémi Gribonval
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2011, New Paltz, NY, United States. pp.1
Communication dans un congrès hal-00612911v2
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Blind criterion and oracle bound for instantaneous audio source separation using adaptive time-frequency representations

 Emmanuel Vincent , Rémi Gribonval
2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2007, New Paltz, United States. pp.110--113
Communication dans un congrès inria-00544207v1
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Optimisation convexe pour l'estimation simultanée de réponses acoustiques

 Alexis Benichoux , Emmanuel Vincent , Rémi Gribonval
23e Colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2011, Bordeaux, France
Communication dans un congrès inria-00594252v2
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Cosparse Analysis Modeling

 Sangnam Nam , Mike E. Davies , Michael Elad , Rémi Gribonval
The 9th International Conference on Sampling Theory and Applications, May 2011, Singapore, Singapore
Communication dans un congrès inria-00591779v1
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Sparse and spurious: dictionary learning with noise and outliers

 Rémi Gribonval , Rodolphe Jenatton , Francis Bach
IEEE Transactions on Information Theory, 2015, 61 (11), pp.6298-6319. ⟨10.1109/TIT.2015.2472522⟩
Article dans une revue hal-01025503v4
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Le problème d'échantillonnage compressif avec permutation des capteurs et une solution de type branch-and-bound

 Valentin Emiya , Antoine Bonnefoy , Laurent Daudet , Rémi Gribonval
Congrès ROADEF de la société Française de Recherche Opérationnelle et Aide à la Décision, Feb 2015, Marseille, France
Communication dans un congrès hal-01100265v1
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Beyond coherence : recovering structured time-frequency representations

 Lasse Borup , Rémi Gribonval , Morten Nielsen
[Research Report] PI 1833, 2007, pp.13
Rapport inria-00130123v2
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Highly sparse representations from dictionaries are unique and independent of the sparseness measure

 Rémi Gribonval , Morten Nielsen
Applied and Computational Harmonic Analysis, 2007, 22 (3), pp.335--355. ⟨10.1016/j.acha.2006.09.003⟩
Article dans une revue inria-00544779v1
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Wavelets on graphs via spectral graph theory

 David K. Hammond , Pierre Vandergheynst , Rémi Gribonval
Applied and Computational Harmonic Analysis, 2011, 30 (2), pp.129--150. ⟨10.1016/j.acha.2010.04.005⟩
Article dans une revue inria-00541855v1
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Learning Multi-Modal Dictionaries: Application to Audiovisual Data

 Gianluca Monaci , Philippe Jost , Pierre Vandergheynst , Boris Mailhé , Sylvain Lesage , et al.
Proc. of International Workshop on Multimedia Content Representation, Classification and Security (MCRCS'06), Sep 2006, Istanbul, Turkey. pp.538--545, ⟨10.1007/11848035_71⟩
Communication dans un congrès inria-00544773v1
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Average case analysis of multichannel sparse approximations using p-thresholding

 Karin Schnass , Pierre Vandergheynst , Rémi Gribonval , Holger Rauhut
SPIE Optics and Photonics, Wavelet XII,, Aug 2007, San Diego, California, United States. ⟨10.1117/12.733073⟩
Communication dans un congrès inria-00544981v1
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Shift-invariant dictionary learning for sparse representations: extending K-SVD

 Boris Mailhé , Sylvain Lesage , Rémi Gribonval , Frédéric Bimbot , Pierre Vandergheynst
EUropean SIgnal Processing COnference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland. 5 p
Communication dans un congrès hal-00350165v1

Linear time-frequency analysis I:Fourier-type representations

 Rémi Gribonval
Hlawatsch, Franz and Auger, François. Time--Frequency Analysis: Concepts and Methods, Wiley, pp.69--99, 2008, ⟨10.1002/9780470611203⟩
Chapitre d'ouvrage inria-00544966v1
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Sparse decomposition of stereo signals with Matching Pursuit and application to blind separation of more than two sources from a stereo mixture

 Rémi Gribonval
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2002), 2002, Orlando, Florida, United States. pp.III/3057 -- III/3060, ⟨10.1109/ICASSP.2002.1005332⟩
Communication dans un congrès inria-00574786v1
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A Dynamic Screening Principle for the Lasso

 Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
European Signal Processing Conference EUSIPCO 2014, Sep 2014, Lisboa, Portugal. pp.1-5
Communication dans un congrès hal-00880787v4
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Localization of Distributed EEG Sources in the Context of Epilepsy: A Simulation Study

 Hanna Becker , Laurent Albera , Pierre Comon , Rémi Gribonval , Fabrice Wendling , et al.
Innovation and Research in BioMedical engineering, 2016, 37 (5-6), pp.242-253. ⟨10.1016/j.irbm.2016.04.001⟩
Article dans une revue hal-01359237v1
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Code for reproducible research: Does a sparse ReLU network training problem always admit an optimum?

 Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
2023, ⟨swh:1:dir:bc925c94db38e22382161dead27e7f667d47f71a;origin=https://hal.archives-ouvertes.fr/hal-04233925;visit=swh:1:snp:03d26f344bc6823ea9f499da1ebbe9c37a7c2c8d;anchor=swh:1:rel:893f968c69665c2ca0d3844b48ca1b07d14bd845;path=/⟩
Logiciel hal-04233925v2
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Code for reproducible research - "Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support

 Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
2022, ⟨swh:1:dir:96dde633bde9eb800bc2e298ae98dba0579cb052;origin=https://hal.archives-ouvertes.fr/hal-03667186;visit=swh:1:snp:5d6cba12bff4367e05a63c41938941f627ed2946;anchor=swh:1:rel:76d45ab397d6879990a7aa51621191589440f04b;path=/⟩
Logiciel hal-03667186v2
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Stable safe screening and structured dictionaries for faster L1 regularization

 Cassio Fraga Dantas , Rémi Gribonval
IEEE Transactions on Signal Processing, 2019, 67 (14), pp.3756-3769. ⟨10.1109/TSP.2019.2919404⟩
Article dans une revue hal-01954261v3
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Accelerated spectral clustering using graph filtering of random signals

 Nicolas Tremblay , Gilles Puy , Pierre Borgnat , Rémi Gribonval , Pierre Vandergheynst
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès hal-01243682v2
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Chasing butterflies: In search of efficient dictionaries

 Luc Le Magoarou , Rémi Gribonval
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178579⟩
Communication dans un congrès hal-01104696v2
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BSS_EVAL Toolbox User Guide -- Revision 2.0

 Cédric Févotte , Rémi Gribonval , Emmanuel Vincent
[Technical Report] 2005, pp.19
Rapport inria-00564760v1
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On The Sample Complexity Of Sparse Dictionary Learning

 Matthias Seibert , Martin Kleinsteuber , Rémi Gribonval , Rodolphe Jenatton , Francis Bach
SSP 2014 - IEEE Workshop on Statistical Signal Processing, Jun 2014, Jupiters, Gold Coast, Australia. ⟨10.1109/SSP.2014.6884621⟩
Communication dans un congrès hal-00990684v1
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Learning a Complete Image Indexing Pipeline

 Himalaya Jain , Joaquin Zepeda , Patrick Perez , Rémi Gribonval
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018, Salt Lake City, France. pp.4933-4941, ⟨10.1109/CVPR.2018.00518⟩
Communication dans un congrès hal-04517974v1

A case of exact recovery using OMP with continuous dictionaries

 Clément Elvira , Rémi Gribonval , Cédric Herzet , Charles Soussen
2018
Autre publication scientifique hal-02049466v1
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Beyond Moore-Penrose Part II: The Sparse Pseudoinverse

 Ivan Dokmanić , Rémi Gribonval
2017
Pré-publication, Document de travail hal-01547283v2
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Don't take it lightly: Phasing optical random projections with unknown operators

 Sidharth Gupta , Rémi Gribonval , Laurent Daudet , Ivan Dokmanić
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.1-13
Communication dans un congrès hal-02342280v2
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