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authIdHal_s : cedric-herzet
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Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded products

Yicun Zhen , Pierre Tandeo , Stéphanie Leroux , Julien Le Sommer , Pierre Ailliot et al.
OceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1
Conference poster hal-02156704v1
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Beyond Petrov-Galerkin projection by using « multi-space » priors

Cédric Herzet , Mamadou Diallo , Patrick Héas
European Conference on Numerical Mathematics and Advanced Applications (ENUMATH), Sep 2017, Vos, Norway
Conference papers hal-02173637v1
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Gather and Conquer: Region-based Strategies to Accelerate Safe Screening Tests

Cedric Herzet , Clément Dorffer , Angélique Drémeau
2018
Preprints, Working Papers, ... hal-01913331v1
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Sparse Representation Algorithms Based on Mean-Field Approximations

Cédric Herzet , Angélique Drémeau
Proc. IEEE Int'l Conf. on Acoustics, Speech and Signal Processing (ICASSP), Mar 2010, Dallas, United States. pp.2034-2037
Conference papers inria-00589354v1
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A Cramer-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence

Cédric Herzet , Valéry Ramon , Alexandre Renaux , Luc Vandendorpe
IEEE Transactions on Signal Processing, 2008, 56 (6), pp.2218-2228
Journal articles inria-00444732v1

Node-Screening Tests For The L0-Penalized Least-Squares Problem

Theo Guyard , Cédric Herzet , Clément Elvira
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapore, Singapore. pp.5448-5452, ⟨10.1109/ICASSP43922.2022.9747563⟩
Conference papers hal-03688011v1

Model Reduction from Partial Observations

Cédric Herzet , Angélique Drémeau , Patrick Héas
International Journal for Numerical Methods in Engineering, 2018, 113 (3), pp.479-511. ⟨10.1002/nme.5623⟩
Journal articles hal-01394059v1
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Learning stochastic representations of geophysical dynamics

Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual et al.
ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩
Conference papers hal-02005403v1

Generalized Kernel-Based Dynamic Mode Decomposition

Patrick Héas , Cédric Herzet , Benoit Combes
ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3877-3881, ⟨10.1109/ICASSP40776.2020.9054594⟩
Conference papers hal-03113709v1

Optimal Kernel-Based Dynamic Mode Decomposition

Patrick Héas , Cédric Herzet
2017
Preprints, Working Papers, ... hal-01634542v1

{Robust and Fast Non Asymmetric Distributed Source Coding Using Turbo Codes on the Syndrome Trellis}

Velotiaray Toto-Zarasoa , Aline Roumy , Christine Guillemot , Cédric Herzet
IEEE Intl. Conf. on Acoustic, Speech and Signal Processing, ICASSP, 2009, Taipei, Taiwan
Conference papers inria-00504589v1
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Joint Screening Tests for LASSO

Cedric Herzet , Angélique Drémeau
ICASSP 2018 - IEEE International Conference on Acoustic, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.4084-4088, ⟨10.1109/ICASSP.2018.8462530⟩
Conference papers hal-01739477v1
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Neural-Network-based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-derived Sea Surface Temperature

Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual et al.
Remote Sensing, 2018, 10 (12), pp.1864. ⟨10.3390/rs10121864⟩
Journal articles hal-01896654v1
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Translation-invariant interpolation of parametric dictionaries

Frédéric Champagnat , Cédric Herzet
iTwist 2020 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Dec 2020, Nantes, France. pp.1-3
Conference papers hal-03070414v1
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Sequential sensor placement using Bayesian compressive sensing for direction of arrival estimation

Milan Courcoux-Caro , Charles Vanwynsberghe , Alexandre Baussard , Cédric Herzet
Forum Acusticum, Dec 2020, Lyon, France. pp.303-304, ⟨10.48465/fa.2020.0095⟩
Conference papers hal-03231792v1
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Uniform k-step recovery with CMF dictionaries

Clément Elvira , Rémi Gribonval , Cédric Herzet , Charles Soussen
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
Conference papers hal-02157561v1
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Sea surface dynamics reconstruction using neural networks based kalman filter

Said Ouala , Ronan Fablet , Cedric Herzet , Lucas Drumetz , Bertrand Chapron et al.
IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-5, ⟨10.1109/IGARSS.2019.8898086⟩
Conference papers hal-02285697v1
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Interpolating and translation-invariant approximations of parametric dictionaries

Frédéric Champagnat , Cédric Herzet
EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. pp.2011-2015, ⟨10.23919/Eusipco47968.2020.9287460⟩
Conference papers hal-03070383v1
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Sequential Sensor Placement using Bayesian Compressed Sensing for Source Localization

Milan Courcoux-Caro , Charles Vanwynsberghe , Cédric Herzet , Alexandre Baussard
EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. pp.241-245, ⟨10.23919/Eusipco47968.2020.9287709⟩
Conference papers hal-03070390v1
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Short and squeezed: accelerating the computation of antisparse representations with safe squeezing

Clément Elvira , Cédric Herzet
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.5615-5619, ⟨10.1109/ICASSP40776.2020.9053156⟩
Conference papers hal-03070344v1
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Unrecoverable subsets by OMP and Basis Pursuit

Charles Soussen , Cédric Herzet , Jérôme Idier , Rémi Gribonval
Signal Processing with Adaptive Sparse Structured Representations, SPARS 2013, Jul 2013, Lausanne, Switzerland
Conference papers hal-00811641v1

DOA estimation in structured phase-noisy environments

Angélique Drémeau , Cédric Herzet
42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, La Nouvelle Orléans, LA, United States. pp.3176-3180, ⟨10.1109/ICASSP.2017.7952742⟩
Conference papers hal-01702246v1
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Region-free Safe Screening Tests for l1-penalized Convex Problems

Cédric Herzet , Clément Elvira , Hong-Phuong Dang
Eusipco 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.1-5
Conference papers hal-03806099v1

Low-Rank Dynamic Mode Decomposition: An Exact and Tractable Solution

Patrick Héas , Cédric Herzet
Journal of Nonlinear Science, 2022, 32 (1), pp.article n°8. ⟨10.1007/s00332-021-09770-w⟩
Journal articles hal-03468966v1

Anisotropic Multi-scale Sparse Learned Bases for Image Compression

Angélique Drémeau , Cédric Herzet , Christine Guillemot , Jean-Jacques Fuchs
Proc. SPIE Electronic Imaging Conference on Visual Information Processing and Communication, 2010, San Francisco, United States
Conference papers inria-00504514v1
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Safe Squeezing for Antisparse Coding

Clément Elvira , Cédric Herzet
IEEE Transactions on Signal Processing, 2020, 14, pp.3252-3265. ⟨10.1109/TSP.2020.2995192⟩
Journal articles hal-02368134v3
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Coherence-based Partial Exact Recovery Condition for OMP/OLS

Cedric Herzet , Charles Soussen , Jérôme Idier , Rémi Gribonval
2012
Preprints, Working Papers, ... hal-00759433v1
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A new sparsity based particle image reconstruction approach for particle detection

Soufiane Ait Tilat , Frédéric Champagnat , Cédric Herzet
ISPIV 2019 - 13th International Symposium on Particle Image Velocimetry, Jul 2019, Munich, Germany. pp.1-10
Conference papers hal-02389648v1

On the Convergence of the Iterative Pseudo Likelihood Maximization Algorithm

Cédric Herzet
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, 2008, Las Vegas, United States. pp.3701-3704
Conference papers inria-00504554v1
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Learning ocean dynamical priors from noisy data using assimilation-derived neural nets

Said Ouala , Duong Nguyen , Cédric Herzet , Lucas Drumetz , Bertrand Chapron et al.
IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-3, ⟨10.1109/IGARSS.2019.8900345⟩
Conference papers hal-02285693v1