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hal-00907646v1  Journal articles
Cédric HerzetCharles SoussenJérôme IdierRémi Gribonval. Exact recovery conditions for sparse representations with partial support information
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2013, 59 (11), pp.7509-7524. ⟨10.1109/TIT.2013.2278179⟩
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hal-02157571v1  Conference papers
Clément ElviraRémi GribonvalCharles SoussenCédric Herzet. Identification de supports en k étapes avec OMP pour les dictionnaires continus
GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
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hal-02157561v1  Conference papers
Clément ElviraRémi GribonvalCédric HerzetCharles Soussen. Uniform k-step recovery with CMF dictionaries
SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France. pp.1-2
hal-01937532v1  Conference papers
Clément ElviraRémi GribonvalCedric HerzetCharles Soussen. A case of exact recovery with OMP using continuous dictionaries
CS 2018 - 9th International Conference on Curves and Surfaces, Jun 2018, Arcachon, France
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hal-01096266v1  Conference papers
Cédric HerzetCharles Soussen. Enhanced Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay
international - Traveling Workshop on Interactions between Sparse models and Technology (iTwist'14), Aug 2014, Namur, Belgium. pp.36-37
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hal-00637003v2  Journal articles
Charles SoussenRémi GribonvalJérôme IdierCédric Herzet. Joint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2013, 59 (5), pp.3158-3174. ⟨10.1109/TIT.2013.2238606⟩
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hal-00811641v1  Conference papers
Charles SoussenCédric HerzetJérôme IdierRémi Gribonval. Unrecoverable subsets by OMP and Basis Pursuit
Signal Processing with Adaptive Sparse Structured Representations, SPARS 2013, Jul 2013, Lausanne, Switzerland
hal-01058077v1  Journal articles
Cédric HerzetAngélique DrémeauCharles Soussen. Relaxed recovery conditions for OMP/OLS by exploiting both coherence and decay
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2016, 62 (1), pp.459-470. ⟨10.1109/TIT.2015.2490660⟩
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hal-02049486v3  Conference papers
Clément ElviraRémi GribonvalCharles SoussenCédric Herzet. OMP and continuous dictionaries: Is k-step recovery possible ?
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2019, Brighton, United Kingdom. pp.1-5, ⟨10.1109/ICASSP.2019.8683617⟩
hal-00520154v1  Book sections
Marc SaugetRemy LaurentJulien HenrietMichel SalomonRegine Gschwind et al.  Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External Radiotherapy
Konstantinos Diamantaras and Wlodek Duch and Lazaros Iliadis. Artificial Neural Networks - ICANN 2010 20th International Conference Proceedings, Springer-Heidelberg, pp.261-266, 2010, Lecture Notes in Computer Science, Volume 6352, ⟨10.1007/978-3-642-15819-3_34⟩