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A Majorize-Minimize strategy for subspace optimization applied to image restoration

 Emilie Chouzenoux , Jérôme Idier , Saïd Moussaoui
2010
Pré-publication, Document de travail hal-00516585v1

A probabilistic incremental proximal gradient method

 Ömer Deniz Akyildiz , Emilie Chouzenoux , Víctor Elvira , Joaquín Míguez
IEEE Signal Processing Letters, 2019, 26 (8), pp.1257-1261. ⟨10.1109/LSP.2019.2926926⟩
Article dans une revue hal-01946642v1
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Unrolled deep networks for sparse signal restoration

 Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet
2023
Pré-publication, Document de travail hal-03988686v2
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Solution of Mismatched Monotone+Lipschitz Inclusion Problems

 Emilie Chouzenoux , Jean-Christophe Pesquet , Fernando Roldán
2023
Pré-publication, Document de travail hal-04237154v1
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Recherche de pas par Majoration-Minoration. Application à la résolution de problèmes inverses.

 Emilie Chouzenoux
Traitement du signal et de l'image [eess.SP]. Ecole Centrale de Nantes (ECN), 2010. Français. ⟨NNT : ⟩
Thèse tel-00555643v1
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Deep Unfolding of a Proximal Interior Point Method for Image Restoration

 Carla Bertocchi , Emilie Chouzenoux , Marie-Caroline Corbineau , Jean-Christophe Pesquet , Marco Prato
Inverse Problems, In press, ⟨10.1088/1361-6420/ab460a⟩
Article dans une revue hal-01943475v4
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Deep latent factor model for collaborative filtering

 Aanchal Mongia , Neha Jhamb , Emilie Chouzenoux , Angshul Majumdar
Signal Processing, 2020, 169, pp.107366. ⟨10.1016/j.sigpro.2019.107366⟩
Article dans une revue hal-02373934v1
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Deep Convolutional Transform Learning

 Jyoti Maggu , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
ICONIP 2020 - 27th International Conference on Neural Information Processing, Nov 2020, Bangkok, Thailand
Communication dans un congrès hal-02943652v1
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A hybrid interior point - deep learning approach for Poisson image deblurring

 Mathilde Galinier , Marco Prato , Emilie Chouzenoux , Jean-Christophe Pesquet
MLSP 2020 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Finland. 6p
Communication dans un congrès hal-03647254v1
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Machine learning defined diagnostic criteria for differentiating pituitary metastasis from autoimmune hypophysitis in patients undergoing immune checkpoint blockade therapy

 Ahmed Mekki , Laurent Dercle , Philip Lichtenstein , Ghaida Nasser , Aurélien Marabelle , et al.
European Journal of Cancer, 2019, 119, pp.44-56. ⟨10.1016/j.ejca.2019.06.020⟩
Article dans une revue hal-02269518v1
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Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising

 Feriel Abboud , Marin Stamm , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot
Digital Signal Processing, 2022, 128, pp.103610. ⟨10.1016/j.dsp.2022.103610⟩
Article dans une revue hal-03684063v3
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FAMOUS: a fast instrumental and computational pipeline for multiphoton microscopy applied to 3D imaging of muscle ultrastructure

 Claire Lefort , Mathieu Chalvidal , Alexis Parenté , Véronique Blanquet , Henri Massias , et al.
Journal of Physics D: Applied Physics, 2021, 54 (27), pp.274005. ⟨10.1088/1361-6463/abf8f2⟩
Article dans une revue hal-03225997v2
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Gradient-based Adaptive Importance Samplers

 Víctor Elvira , Emilie Chouzenoux , Ömer Deniz Akyildiz , Luca Martino
Inria Saclay - Île de France. 2022
Rapport hal-03920127v1
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A hybrid alternating proximal method for blind video restoration

 Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Jean-Hugues Chenot , Louis Laborelli
22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal
Communication dans un congrès hal-01077269v1
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A Multi-Parameter Optimization Approach for Complex Continuous Sparse Modelling

 Emilie Chouzenoux , Jean-Christophe Pesquet , Anisia Florescu
2014
Pré-publication, Document de travail hal-00988367v1
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Particle Filtering for Online Space-Varying Blur Identification

 Yunshi Huang , Emilie Chouzenoux , Víctor Elvira
CAMSAP 2019 - IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Le Gosier, France
Communication dans un congrès hal-02406970v1
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Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm

 Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom
Communication dans un congrès hal-01863408v1

Primal-dual Interior-Point Optimization Based on Majorization-Minimization for Edge-Preserving Spectral Unmixing

 Maxime Legendre , Said Moussaoui , Emilie Chouzenoux , Jérôme Idier
IEEE International Conference on Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025845⟩
Communication dans un congrès hal-01097605v1
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OPTIMED : Optimisation itérative pour la résolution de problèmes inverses de grande taille

 Lotfi Chaâri , Emilie Chouzenoux , Nelly Pustelnik , Caroline Chaux , Saïd Moussaoui
Traitement du Signal, 2011, 28 (3-4), pp.329-374
Article dans une revue hal-00733443v1
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Calibrationless oscar-based image reconstruction in compressed sensing parallel MRI

 Loubna El Gueddari , Philippe Ciuciu , Emilie Chouzenoux , Alexandre Vignaud , Jean-Christophe Pesquet
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/isbi.2019.8759393⟩
Communication dans un congrès hal-02101262v1
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Can deep learning replace gadolinium in neuro-oncology?

 Samy Ammari , Alexandre Bône , Corinne Balleyguier , Eric Moulton , Émilie Chouzenoux , et al.
Investigative Radiology, 2021, 57, pp.99 - 107. ⟨10.1097/rli.0000000000000811⟩
Article dans une revue hal-03527628v1
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Multiphoton microscopy for bacterial imaging: a label-free solution resting on endogenous two-photon fluorescence

 Cédric Delmon , Erwan Ferrandon , Emilie Chouzenoux , Audrey Prorot , Sophie Alain , et al.
PHOTOPTICS 2022 - 10th International Conference on Photonics, Optics and Laser Technology, Feb 2022, Virtual, France. pp.76-83, ⟨10.5220/0010979600003121⟩
Communication dans un congrès hal-03598479v1
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A computational two-photon fluorescence approach for revealing label-free the 3D image of viruses and bacteria

 Cédric Delmon , Erwan Ferrandon , Emilie Chouzenoux , Audrey Prorot , Sophie Alain , et al.
Journal of Biophotonics, 2023, 16 (5), pp.9. ⟨10.1002/jbio.202200266⟩
Article dans une revue hal-03925176v1
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Fast constrained least squares spectral unmixing using primal-dual interior point optimization

 Emilie Chouzenoux , Maxime Legendre , Saïd Moussaoui , Jérôme Idier
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7 (1), pp.59-69. ⟨10.1109/JSTARS.2013.2266732⟩
Article dans une revue hal-00828013v1
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A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression

 Luis Briceño-Arias , Giovanni Chierchia , Emilie Chouzenoux , Jean-Christophe Pesquet
Computational Optimization and Applications, 2019, 72 (3), pp.707-726. ⟨10.1007/s10589-019-00060-6⟩
Article dans une revue hal-01672507v1
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A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems

 Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet
39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)., May 2014, Florence, Italy. pp.1498 - 1502, ⟨10.1109/ICASSP.2014.6853847⟩
Communication dans un congrès hal-01077329v1
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A stochastic 3MG algorithm with application to 2d filter identification

 Emilie Chouzenoux , Jean-Christophe Pesquet , Anisia Florescu
22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal
Communication dans un congrès hal-01077261v1
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PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization

 Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩
Communication dans un congrès hal-01803422v1

A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation

 Emilie Chouzenoux , Jean-Christophe Pesquet
IEEE Transactions on Signal Processing, 2017, 65 (18), pp.4770 - 4783. ⟨10.1109/TSP.2017.2709265⟩
Article dans une revue hal-01613204v1
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Proximity Operators for a Class of Hybrid Sparsity+Entropy Priors. Application to DOSY NMR Signal Reconstruction

 Afef Cherni , Emilie Chouzenoux , Marc-André Delsuc
International Symposium on Signal, Image, Video and Communications (ISIVC 2016), Nov 2016, Tunis, Tunisia
Communication dans un congrès hal-01421741v1
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