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inria-00563207v3  Journal articles
Rémi GribonvalVolkan CevherMike Davies. Compressible Distributions for High-dimensional Statistics
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2012, 58 (8), ⟨10.1109/TIT.2012.2197174⟩
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hal-02175630v1  Conference papers
Cassio DantasJérémy CohenRémi Gribonval. Hyperspectral Image Denoising using Dictionary Learning
WHISPERS 2019 - 10th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Sep 2019, Amsterdam, Netherlands. pp.1-5, ⟨10.1109/WHISPERS.2019.8921110⟩
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hal-01334551v1  Conference papers
Gaël VaroquauxMatthieu KowalskiBertrand Thirion. Social-sparsity brain decoders: faster spatial sparsity
Pattern Recognition in NeuroImaging, Jun 2016, Trento, Italy
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hal-01369134v3  Conference papers
Elvis DohmatobArthur MenschGaël VaroquauxBertrand Thirion. Learning brain regions via large-scale online structured sparse dictionary-learning
Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
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hal-00880712v1  Conference papers
Ioana BarbuCédric HerzetEtienne Mémin. Joint Estimation of Volume and Velocity in TomoPIV
10TH INTERNATIONAL SYMPOSIUM ON PARTICLE IMAGE VELOCIMETRY - PIV13, Jul 2013, Delft, Netherlands. pp.45
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tel-00586610v1  Theses
Prasad Sudhakara Murthy. Sparse Models and Convex Optimisation for Convolutive Blind Source Separation
Signal and Image processing. Université Rennes 1, 2011. English
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tel-01237323v3  Theses
Srdan Kitic. Cosparse regularization of physics-driven inverse problems
Signal and Image Processing. Université Rennes 1, 2015. English. ⟨NNT : 2015REN1S152⟩
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hal-03130680v1  Master thesis
Quoc-Tung Le. Multilayer Sparse Matrix Factorization
Computer Science [cs]. 2020
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hal-02469901v3  Conference papers
Diego Di CarloClément ElviraAntoine DeleforgeNancy BertinRémi Gribonval. BLASTER: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval -- with supplementary material
ICASSP 2020 - IEEE International Conference on Acoustic Speech and Signal Processing, IEEE, May 2020, Barcelona, Spain
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hal-01118542v1  Journal articles
Hicham BadriHussein YahiaDriss Aboutajdine. Fast Edge-Aware Processing via First Order Proximal Approximation
IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2015, PP (99), pp.14. ⟨10.1109/TVCG.2015.2396064⟩
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hal-01199620v1  Conference papers
Fangchen FengMatthieu Kowalski. An Unified Approach for Blind Source Separation Using Sparsity and Decorrelation
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France
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hal-01077627v1  Conference papers
David AugerJialin LiuSylvie RuetteDavid L. Saint-PierreOlivier Teytaud. Sparse Binary Zero-Sum Games
Asian Conference on Machine Learning, 2014, Ho-Chi-Minh-Ville, Vietnam. pp.16
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hal-01190559v1  Journal articles
Hanna BeckerLaurent AlberaPierre ComonRémi GribonvalFabrice Wendling et al.  Brain source imaging: from sparse to tensor models
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2015, 32 (6), pp.100-112. ⟨10.1109/MSP.2015.2413711⟩
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hal-01078693v1  Conference papers
Hicham BadriHussein Yahia. Handling noise in image deconvolution with local/non-local priors
IEEE International Conference on Image Processing (ICIP), IEEE, Oct 2014, Paris, France
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hal-01597536v1  Conference papers
Fatma HawaryChristine GuillemotDominique ThoreauGuillaume Boisson. Scalable Light Field Compression Scheme Using Sparse Reconstruction and Restoration
ICIP 2017 - IEEE International Conference on Image Processing, Sep 2017, Beijing, China
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hal-01706392v1  Conference papers
Cassio DantasRémi Gribonval. Faster and still safe: combining screening techniques and structured dictionaries to accelerate the Lasso
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, AB, Canada. pp.4069-4073, ⟨10.1109/ICASSP.2018.8461514⟩
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hal-01147438v2  Documents associated with scientific events
Srđan KitićNancy BertinRémi Gribonval. Time-data tradeoff for the sparse and cosparse regularizations of physics-driven inverse problems
SPARS15 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
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hal-00800770v1  Conference papers
Alexis BenichouxEmmanuel VincentRémi Gribonval. A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors
ICASSP - 38th International Conference on Acoustics, Speech, and Signal Processing - 2013, May 2013, Vancouver, Canada
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hal-01810353v1  Conference papers
Fatma HawaryGuillaume BoissonChristine GuillemotPhilippe Guillotel. Compressive 4D Light Field Reconstruction Using Orthogonal Frequency Selection
ICIP 2018 - 25th IEEE International Conference on Image Processing, Oct 2018, Athens, Greece. pp.3863-3867, ⟨10.1109/ICIP.2018.8451110⟩