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Structure: Internal structure identifier : 525245

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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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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Actes de la conférence CAID 2021 (Conference on Artificial Intelligence for Defense)

Alexandre Dey , Benjamin Costé , Éric Totel , Adrien Bécue , Elkin Aguas et al.
pp.1-152, 2021
Proceedings hal-03535661v1

On Synchronized Fleming-Viot Particle Systems

Frédéric Cérou , Arnaud Guyader , Mathias Rousset
Theory of Probability and Mathematical Statistics, 2021, 102, pp.45-71. ⟨10.1090/tpms/1127⟩
Journal articles hal-02362847v1

A Central Limit Theorem for Fleming-Viot Particle Systems with Hard Killing

Frédéric Cérou , Bernard Delyon , Arnaud Guyader , Mathias Rousset
Preprints, Working Papers, ... hal-01614094v1
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Reducing Variance by Reweighting Samples

Mathias Rousset , Yushun Xu , Pierre-André Zitt
Preprints, Working Papers, ... hal-01925646v2

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
Preprints, Working Papers, ... hal-01634542v1
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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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Correntropy based IPKF filter for parameter estimation in presence of non-stationary noise process

Subhamoy Sen , Antoine Criniere , Laurent Mevel , Frédéric Cerou , Jean Dumoulin et al.
SAFEPROCESS 2018, 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Aug 2018, Varsovie, Poland
Conference papers hal-01887557v1

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
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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

More on the long time stability of Feynman-Kac semigroups

Grégoire Ferré , Mathias Rousset , Gabriel Stoltz
Stochastics and Partial Differential Equations: Analysis and Computations, 2021, 9 (3), pp.630-673. ⟨10.1007/s40072-020-00178-3⟩
Journal articles hal-01911620v1
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Multi-resolution B-splines data compression improves MIR spectroscopy-based Health diagnostic efficiency

David Martin , Valérie Monbet , Olivier Sire , Maëna Le Corvec , Olivier Loréal et al.
Talenta Open, 2021, 4, pp.100063. ⟨10.1016/j.talo.2021.100063⟩
Journal articles hal-03322143v1
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Modeling of the wind power forecast errors and associated optimal storage strategy

Roman Le Goff Latimier , Enzo Le Bouëdec , Valérie Monbet
Preprints, Working Papers, ... hal-02151567v1
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Classification tree algorithm for grouped variables

Audrey Poterie , Jean-François Dupuy , Valérie Monbet , Laurent Rouvière
Computational Statistics, 2019, 34 (4), pp.1613-1648. ⟨10.1007/s00180-019-00894-y⟩
Journal articles hal-01623570v4
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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
Preprints, Working Papers, ... hal-01913331v1
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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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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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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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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

Track--before-detect on radar image observation with an adaptive auxiliary particle filter

Audrey Cuillery , François Le Gland
Proceedings of the 22nd International Conference on Information Fusion, Ottawa 2019, Jul 2019, Ottawa, Canada
Conference papers hal-02413324v1
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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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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

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
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Continuous dictionaries meet low-rank tensor approximations

Clément Elvira , Jérémy E Cohen , Cédric Herzet , Rémi Gribonval
iTwist 2020 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Jun 2020, Nantes, France. pp.1-3
Conference papers hal-02567115v1
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Efficient Statistical Assessment of Neural Network Corruption Robustness

Karim Tit , Teddy Furon , Mathias Rousset
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Sydney (virtual), Australia
Conference papers hal-03407011v2