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Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

 Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell , Marion Savanier , Yves Trousset
Inverse Problems, 2021, 37 (6), pp.065009
Article dans une revue hal-03136110v1
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A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery

 Emilie Chouzenoux , Ségolène Martin , Jean-Christophe Pesquet
Journal of Mathematical Imaging and Vision, In press, ⟨10.1007/s10851-022-01112-z⟩
Article dans une revue hal-03740823v1
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Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling

 Yunshi Huang , Emilie Chouzenoux , Víctor Elvira , Jean-Christophe Pesquet
Inria Saclay - Île de France. 2022
Rapport hal-03920115v1
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A dynamical model for stock forecasting via deep recurrent dictionary learning

 Shalini Sharma , Émilie Chouzenoux , Víctor Elvira , Angshul Majumdar
2023
Pré-publication, Document de travail hal-03654152v2
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Recurrent Dictionary Learning for State-Space Models with an Application in Stock Forecasting

 Shalini Sharma , Víctor Elvira , Emilie Chouzenoux , Angshul Majumdar
Neurocomputing, In press
Article dans une revue hal-03184841v1
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PLUMEE 2019 : Reconstruction numérique d'image en microscopie multiphotonique

 Claire Lefort , Emilie Chouzenoux , Jean-Christophe Pesquet
PLUMEE 2019 - 6ème Colloque francophone PLUridisciplinaire sur les Matériaux, l’Environnement et l’Electronique, Apr 2019, Limoges, France
Communication dans un congrès hal-02426765v1
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Dual Block Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences

 Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Jean-Hugues Chenot , Louis Laborelli
Journal of Mathematical Imaging and Vision, 2017, 59 (3), pp.415-431. ⟨10.1007/s10851-016-0696-y⟩
Article dans une revue hal-01418393v2
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DeConFuse: A Deep Convolutional Transform based Unsupervised Fusion Framework

 Pooja Gupta , Jyoti Maggu , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
2020
Pré-publication, Document de travail hal-02461768v1
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SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm

 Emilie Chouzenoux , Jean-Baptiste Fest
Journal of Optimization Theory and Applications, 2022, 195, pp.919-952
Article dans une revue hal-03793623v1
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Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification

 Shikha Singh , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France
Communication dans un congrès hal-03723462v1
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A Deep Learning Approach for Improved Segmentation of Lesions Related to Covid-19 Chest CT Scans

 Vlad Vasilescu , Ana Neacsu , Emilie Chouzenoux , Jean-Christophe Pesquet , Corneliu Burileanu
ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice / Virtual, France
Communication dans un congrès hal-03188444v1
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A Block Parallel Majorize-Minimize Memory Gradient Algorithm

 Sara Cadoni , Emilie Chouzenoux , Jean-Christophe Pesquet , Caroline Chaux
BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, Villars-sur-Oulon, Switzerland. pp.1, ⟨10.1109/ICIP.2016.7532949⟩
Communication dans un congrès hal-01634531v1
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A proximal approach for a class of matrix optimization problems

 Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet
2017
Pré-publication, Document de travail hal-01673027v1

Estimation d'un signal complexe à partir d'un modèle parcimonieux perturbé

 Anisia Florescu , Emilie Chouzenoux , Jean-Christophe Pesquet , Silviu Ciochina
XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx
Communication dans un congrès hal-00866816v1
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DeConDFFuse: Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework

 Pooja Gupta , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
Expert Systems with Applications, 2023, 227, pp.120238:1-22. ⟨10.1016/j.eswa.2023.120238⟩
Article dans une revue hal-04089994v1

Reconstruction d'image en présence de bruit gaussien dépendant par un algorithme Explicite-Implicite à métrique variable

 Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet
XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx
Communication dans un congrès hal-00866804v1
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Deep Learning for Automatic Bowel-Obstruction Identification on Abdominal CT

 Quentin Vanderbecq , Maxence Gelard , Jean-Christophe Pesquet , Mathilde Wagner , Lionel Arrive , et al.
European Radiology, In press
Article dans une revue hal-04416987v1
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Convolutional Transform learning

 Jyoti Maggu , Emilie Chouzenoux , Giovanni Chierchia , Angshul Majumdar
ICONIP 2018 - 25th International Conference on Neural Information Processing, Dec 2018, Siem Reap, Cambodia. pp.162-174
Communication dans un congrès hal-01862201v1
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A Multicore Convex Optimization Algorithm with Applications to Video Restoration

 Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot
IEEE International Conference on Image Processing, Oct 2018, Athens, Greece
Communication dans un congrès hal-01862210v1
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A memory gradient algorithm for l2-l0 regularization with applications to image restoration

 Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot , Anna Jezierska
18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.2717-2720, ⟨10.1109/ICIP.2011.6116230⟩
Communication dans un congrès hal-00687500v1
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SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems

 Pooja Gupta , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
Expert Systems with Applications, 2021, 169, pp.114206. ⟨10.1016/j.eswa.2020.114206⟩
Article dans une revue hal-03066187v1
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A Data Augmentation Approach for Sampling Gaussian Models in High Dimension

 Yosra Marnissi , Dany Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Mohamed El-Badaoui , et al.
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8902496⟩
Communication dans un congrès hal-02314418v1
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Machine-Learning-Based Radiomics MRI Model for Survival Prediction of Recurrent Glioblastomas Treated with Bevacizumab

 Samy Ammari , Raoul Sallé de Chou , Tarek Assi , Mehdi Touat , Emilie Chouzenoux , et al.
Diagnostics, 2021, 11 (7), pp.1263. ⟨10.3390/diagnostics11071263⟩
Article dans une revue hal-03292019v1
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An Unrolled Half-Quadratic Approach for Sparse Signal Recovery in Spectroscopy

 Mouna Gharbi , Emilie Chouzenoux , Jean-Christophe Pesquet
Signal Processing, In press
Article dans une revue hal-04229774v2
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Convergence Analysis of Block Majorize-Minimize Subspace Approach

 Emilie Chouzenoux , Jean-Baptiste Fest
Optimization Letters, In press, ⟨10.1007/s11590-023-02055-z⟩
Article dans une revue hal-04202728v1
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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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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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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
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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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