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hal-01170889v1  Conference papers
Thomas OberlinChristian BarillotRémi GribonvalPierre Maurel. Symmetrical EEG-FMRI Imaging by Sparse Regularization
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.1-5, ⟨10.1109/EUSIPCO.2015.7362708⟩
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hal-01416110v3  Journal articles
Luc Le MagoarouRémi GribonvalNicolas Tremblay. Approximate fast graph Fourier transforms via multi-layer sparse approximations
IEEE Transactions on Signal and Information Processing over Networks, IEEE, 2018, 4 (2), pp.407--420. ⟨10.1109/TSIPN.2017.2710619⟩
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hal-00805705v1  Journal articles
Mehrdad YaghoobiSangnam NamRémi GribonvalMike E. Davies. Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013, 61 (9), pp.2341-2355. ⟨10.1109/TSP.2013.2250968⟩
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hal-00880787v4  Conference papers
Antoine BonnefoyValentin EmiyaLiva RalaivolaRémi Gribonval. A Dynamic Screening Principle for the Lasso
European Signal Processing Conference EUSIPCO 2014, Sep 2014, Lisboa, Portugal. pp.1-5
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hal-00922497v3  Documents associated with scientific events
Srđan KitićNancy BertinRémi Gribonval. Audio Declipping by Cosparse Hard Thresholding
iTwist - 2nd international - Traveling Workshop on Interactions between Sparse models and Technology, Aug 2014, Namur, Belgium
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hal-01157992v1  Documents associated with scientific events
Gilles PuyMike E. DaviesRémi Gribonval. Linear embeddings of low-dimensional subsets of a Hilbert space to $\mathbb{R}^m$
SPARS15 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
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hal-00716593v2  Journal articles
Raja GiryesSangnam NamMichael EladRémi GribonvalMike E. Davies. Greedy-Like Algorithms for the Cosparse Analysis Model
Linear Algebra and its Applications, Elsevier, 2014, Special Issue on Sparse Approximate Solution of Linear Systems, 441, pp.22--60. ⟨10.1016/j.laa.2013.03.004⟩
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hal-00799896v1  Conference papers
Anthony BourrierRémi GribonvalPatrick Pérez. Compressive Gaussian Mixture Estimation
ICASSP - 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.6024-6028
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inria-00602205v2  Journal articles
Sangnam NamMike E. DaviesMichael EladRémi Gribonval. The Cosparse Analysis Model and Algorithms
Applied and Computational Harmonic Analysis, Elsevier, 2013, 34 (1), pp.30--56. ⟨10.1016/j.acha.2012.03.006⟩
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hal-01178354v1  Documents associated with scientific events
Antoine BonnefoyValentin EmiyaLiva RalaivolaRémi Gribonval. Fast Solving of the Group-Lasso via Dynamic Screening
SPARS15 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
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hal-00934941v1  Journal articles
Alexis BenichouxLaurent SimonEmmanuel VincentRémi Gribonval. Convex regularizations for the simultaneous recording of room impulse responses
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, ⟨10.1109/TSP.2014.2303431⟩
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hal-01245111v1  Conference papers
Hanna BeckerAhmad KarfoulLaurent AlberaRémi GribonvalJulien Fleureau et al.  Tensor Decomposition Exploiting Structural Constraints for Brain Source Imaging
2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.181-184, ⟨10.1109/CAMSAP.2015.7383766⟩
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hal-01243682v2  Conference papers
Nicolas TremblayGilles PuyPierre BorgnatRémi GribonvalPierre Vandergheynst. Accelerated spectral clustering using graph filtering of random signals
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
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hal-01104696v2  Conference papers
Luc Le MagoarouRémi Gribonval. Chasing butterflies: In search of efficient dictionaries
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨10.1109/ICASSP.2015.7178579⟩
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hal-01208027v3  Conference papers
Nicolas KerivenAnthony BourrierRémi GribonvalPatrick Pérez. Sketching for Large-Scale Learning of Mixture Models
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
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hal-01229578v3  Journal articles
Gilles PuyNicolas TremblayRémi GribonvalPierre Vandergheynst. Random sampling of bandlimited signals on graphs
Applied and Computational Harmonic Analysis, Elsevier, 2018, 44 (2), pp.446-475. ⟨10.1016/j.acha.2016.05.005⟩
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hal-01254108v2  Conference papers
Luc Le MagoarouRémi Gribonval. Are There Approximate Fast Fourier Transforms On Graphs?
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, China
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hal-01329051v1  Conference papers
Srđan KitićNancy BertinRémi Gribonval. The best of both worlds: synthesis-based acceleration for physics-driven cosparse regularization
iTwist 2016 - International Traveling Workshop on Interactions Between Sparse Models and Technology, Aug 2016, Aalborg, Denmark
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hal-01116153v2  Conference papers
Gilles PuyMike E. DaviesRémi Gribonval. Linear embeddings of low-dimensional subsets of a Hilbert space to $\mathbb{R}^m$
EUSIPCO - 23rd European Signal Processing Conference, Aug 2015, Nice, France
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inria-00369562v1  Conference papers
Rémi GribonvalKarin Schnass. Basis Identification from Random Sparse Samples
SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
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inria-00544897v1  Conference papers
Rémi GribonvalSylvain Lesage. A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges
ESANN'06 proceedings - 14th European Symposium on Artificial Neural Networks, Apr 2006, Bruges, Belgium. pp.323--330
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hal-00474328v1  Conference papers
Florent JailletRémi GribonvalMark PlumbleyHadi Zayyani. An L1 criterion for dictionary learning by subspace identification
Acoustics, Speech and Signal Processing, IEEE Conference on (ICASSP'10), Mar 2010, Dallas, United States. pp.5482--5485
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inria-00564509v1  Conference papers
Gilles GononRémi GribonvalFrédéric Bimbot. Decision trees with improved efficiency for fast speaker verification
9th European Conference on Speech Communication and Technology, Proceedings of (INTERSPEECH-2005), Sep 2005, Lisbonne, Portugal. pp.3077--3080
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inria-00544949v1  Journal articles
Elie-Laurent BenaroyaFrédéric BimbotRémi Gribonval. Audio Source Separation With a Single Sensor
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2006, 14 (1), pp.191--199. ⟨10.1109/TSA.2005.854110⟩
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inria-00544760v1  Conference papers
Prasad SudhakarRémi Gribonval. A sparsity-based method to solve the permutation indeterminacy in frequency domain convolutive blind source separation
ICA 2009, 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. ⟨10.1007/978-3-642-00599-2_43⟩
inria-00576640v1  Journal articles
Rémi GribonvalMorten Nielsen. Some Remarks on Nonlinear Approximation with Schauder Bases
East journal on approximations, Darba, 2001, 7 (3), pp.267-285