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356 Results
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And the Bit Goes Down: Revisiting the Quantization of Neural NetworksICLR 2020 - Eighth International Conference on Learning Representations, Apr 2020, Addis-Abeba, Ethiopia. pp.1-11
Conference papers
hal-02434572v1
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The Spectral Graph Wavelet Transform: Fundamental Theory and Fast ComputationLjubisa Stanković, Ervin Sejdić. Vertex-Frequency Analysis of Graph Signals, Springer International Publishing, pp.141-175, 2019, Signals and Communication Technology, 978-3-030-03574-7. ⟨10.1007/978-3-030-03574-7_3⟩
Book sections
hal-01943589v1
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Fast Optical System Identification by Numerical InterferometryICASSP 2020 - IEEE International Conference on Acoustic Speech and Signal Processing, May 2020, Barcelone, Spain. pp.1-5
Conference papers
hal-02480027v1
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An Embedding of ReLU Networks and an Analysis of their IdentifiabilityConstructive Approximation, 2023, 57, p. 853-899. ⟨10.1007/s00365-022-09578-1⟩
Journal articles
hal-03292203v4
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A Tractable Framework for Estimating and Combining Spectral Source Models for Audio Source Separation[Research Report] RR-7556, 2011, pp.27
Reports
inria-00572249v2
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A tractable framework for estimating and combining spectral source models for audio source separationSignal Processing, 2012, 92 (8), pp.1886-1901. ⟨10.1016/j.sigpro.2011.12.022⟩
Journal articles
hal-00694071v1
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Multi-modal EEG and fMRI Source Estimation Using Sparse ConstraintsMICCAI 2017 - 20th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2017, Quebec, Canada. ⟨10.1007/978-3-319-66182-7_51⟩
Conference papers
hal-01586495v1
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Sketching for Large-Scale Learning of Mixture ModelsInformation and Inference, 2018, 7 (3), pp.447-508. ⟨10.1093/imaiai/iax015⟩
Journal articles
hal-01329195v2
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Compressed sensing in Hilbert spacesHolger Boche; Giuseppe Caire; Robert Calderbank; Maximilian März; Gitta Kutyniok; Rudolf Mathar. Compressed Sensing and its Applications -- Second International MATHEON Conference 2015, Birkhaüser Basel, pp.359--384, 2018, Series: Applied and Numerical Harmonic Analysis, 978-3-319-69801-4. ⟨10.1007/978-3-319-69802-1_12⟩
Book sections
hal-01469134v2
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Introduction to the Issue on Structured Matrices in Signal and Data ProcessingIEEE Journal of Selected Topics in Signal Processing, 2016, Special Issue on Structured Matrices in Signal and Data Processing, 10 (4), pp.605--607. ⟨10.1109/JSTSP.2016.2553398⟩
Journal articles
hal-01421797v1
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Learning fast dictionaries for sparse representations using low-rank tensor decompositionsLVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.456-466, ⟨10.1007/978-3-319-93764-9_42⟩
Conference papers
hal-01709343v2
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Random sampling of bandlimited signals on graphsApplied and Computational Harmonic Analysis, 2018, 44 (2), pp.446-475. ⟨10.1016/j.acha.2016.05.005⟩
Journal articles
hal-01229578v3
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Blind Audiovisual Source Separation Based on Sparse Redundant RepresentationsIEEE Transactions on Multimedia, 2010, 12 (5), pp.358 -- 371. ⟨10.1109/TMM.2010.2050650⟩
Journal articles
inria-00541412v1
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Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separationInformation Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on, May 2010, Kuala Lumpur, Malaysia. pp.1--4, ⟨10.1109/ISSPA.2010.5605570⟩
Conference papers
inria-00541436v1
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Sparse Representations in Audio and Music: from Coding to Source SeparationProceedings of the IEEE, 2010, 98 (6), pp.995--1005. ⟨10.1109/JPROC.2009.2030345⟩
Journal articles
inria-00489524v1
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Some Remarks on Nonlinear Approximation with Schauder BasesEast journal on approximations, 2001, 7 (3), pp.267-285
Journal articles
inria-00576640v1
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Compressive sampling of pulse trains: spread the spectrum !ICASSP 2009, Apr 2009, Taipei city, Taiwan. pp. 2877-2880, ⟨10.1109/ICASSP.2009.4960224⟩
Conference papers
hal-00481954v1
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Well-posedness of the frequency permutation problem in sparse filter estimation with lp minimizationSignal Processing with Adaptive Sparse Structured Representations, Jun 2011, Edinburgh, United Kingdom
Conference papers
inria-00587789v1
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Cosparse Analysis ModelingWorkshop on Signal Processing with Adaptive Sparse Structured Representations, Jun 2011, Edinburgh, United Kingdom
Conference papers
inria-00587943v1
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Cosparse Analysis Modeling - Uniqueness and AlgorithmsAcoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947680⟩
Conference papers
inria-00557933v1
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A Constrained Matching Pursuit Approach to Audio DeclippingAcoustics, Speech and Signal Processing, IEEE International Conference on (ICASSP 2011), May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5946407⟩
Conference papers
inria-00557021v1
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DICTIONARY LEARNING FOR THE SPARSE MODELLING OF ATRIAL FIBRILLATION IN ECG SIGNALSICASSP 2009, Apr 2009, Taipei, Taiwan. pp.465 - 468, ⟨10.1109/ICASSP.2009.4959621⟩
Conference papers
hal-00466973v1
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L'analyse en composantes indépendantes: un outil puissant pour le traitement de l'informationProc. XIXe colloque GRETSI (traitement du signal et des images), 8-11 septembre 2003, ENST, Paris, Sep 2003, Paris, France. pp.11-16
Conference papers
inria-00576205v1
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Sparse representations in unions of basesIEEE Transactions on Information Theory, 2003, 49 (12), pp.3320--3325. ⟨10.1109/TIT.2003.820031⟩
Journal articles
inria-00570057v1
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Sparse Decompositions in ``incoherent'' dictionariesProc. IEEE Intl. Conf. Image Proc. (ICIP'03), Sep 2003, Barcelona, Spain. pp.I-33 -- I-36, ⟨10.1109/ICIP.2003.1246891⟩
Conference papers
inria-00570099v1
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L'optimalité de l'OFDM en termes de performance en PAPR25ème Colloque Gretsi 2015, Sep 2015, Lyon, France
Conference papers
hal-01165509v1
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Separable Cosparse Analysis Operator LearningEUSIPCO 2014 - European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Conference papers
hal-01054124v1
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Closed-form Approximations of the PAPR Distribution for Multi-Carrier Modulation SystemsEUSIPCO 2014 - European Signal Processing Conference, Sep 2014, Lisbonne, Portugal
Conference papers
hal-01054126v1
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Convex Optimization Approaches for Blind Sensor Calibration using SparsityIEEE Transactions on Signal Processing, 2014, 62 (18), pp.4847-4856. ⟨10.1109/TSP.2014.2342651⟩
Journal articles
hal-00853225v6
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Constrained Overcomplete Analysis Operator Learning for Cosparse Signal ModellingIEEE Transactions on Signal Processing, 2013, 61 (9), pp.2341-2355. ⟨10.1109/TSP.2013.2250968⟩
Journal articles
hal-00805705v1
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