Fast constrained least squares spectral unmixing using primal-dual interior point optimization
Emilie Chouzenoux
,
Maxime Legendre
,
Saïd Moussaoui
,
Jérôme Idier
Article dans une revue
hal-00828013v1
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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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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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A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation
Emilie Chouzenoux
,
Jean-Christophe Pesquet
Article dans une revue
hal-01613204v1
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Cramer-Rao Bound for a Sparse Complex Model
Anisia Florescu
,
Emilie Chouzenoux
,
Jean-Christophe Pesquet
,
Silviu Ciochina
2014
Pré-publication, Document de travail
hal-00988369v1
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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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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
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Efficiency of linesearch strategies in interior point methods for linearly constrained signal restoration
Emilie Chouzenoux
,
Saïd Moussaoui
,
Jérôme Idier
Communication dans un congrès
hal-00625901v1
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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
Article dans une revue
hal-01672507v1
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OSCAR-based reconstruction for compressed sensing and parallel MR imaging
Loubna El Gueddari
,
Philippe Ciuciu
,
Emilie Chouzenoux
,
Alexandre Vignaud
,
Jean-Christophe Pesquet
ISMRM 2019 - 27th Annual Meeting and Exhibition , May 2019, Montréal, Canada
Communication dans un congrès
hal-02314911v1
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Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images - Extended Version
Marie-Caroline Corbineau
,
Denis Kouamé
,
Emilie Chouzenoux
,
Jean-Yves Tourneret
,
Jean-Christophe Pesquet
IEEE Signal Processing Letters , 2019, 26 (10), pp.1456--1460
Article dans une revue
hal-02073283v4
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Simulated annealing: a review and a new scheme
Thomas Guilmeau
,
Emilie Chouzenoux
,
Víctor Elvira
SSP 2021 - IEEE Statistical Signal Processing Workshop , Jul 2021, Rio de Janeiro, Brazil
Communication dans un congrès
hal-03275401v1
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DeepVir, Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning. Application to COVID19.
Aanchal Mongia
,
Stuti Jain
,
Emilie Chouzenoux
,
Angshul Majumdar
Article dans une revue
hal-02946338v1
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Efficient maximum entropy reconstruction of nuclear magnetic resonance T1-T2 spectra
Emilie Chouzenoux
,
Saïd Moussaoui
,
Jérôme Idier
,
F. Mariette
2010
Pré-publication, Document de travail
hal-00455477v2
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Adaptive importance sampling with scaled Langevin proposal adaptatioń
Emilie Chouzenoux
,
Víctor Elvira
EUROCAST 2019 - 17th International Conference on Computer Aided Systems Theory , Feb 2019, Las Palmas de Gran Canaria, Spain
Communication dans un congrès
hal-02454644v1
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General risk measures for robust machine learning
Emilie Chouzenoux
,
Henri Gérard
,
Jean-Christophe Pesquet
Article dans une revue
hal-02109418v1
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Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR Regularization
Loubna El Gueddari
,
Chaithya Giliyar Radhakrishna
,
Emilie Chouzenoux
,
Philippe Ciuciu
Article dans une revue
hal-03366158v1
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A Bregman Majorization-Minimization Framework for PET Image Reconstruction
Claire Rossignol
,
Florent Sureau
,
Émilie Chouzenoux
,
Claude Comtat
,
Jean-Christophe Pesquet
ICIP 2022 - 29th IEEE International Conference on Image Processing , Oct 2022, Bordeaux, France
Communication dans un congrès
hal-03720547v1
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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.
Article dans une revue
hal-03925176v1
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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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Gradient-based adaptive importance samplers
Víctor Elvira
,
Emilie Chouzenoux
,
Ömer Deniz Akyildiz
,
Luca Martino
Article dans une revue
hal-04165344v1
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Proximal-based adaptive simulated annealing for global optimization
Thomas Guilmeau
,
Emilie Chouzenoux
,
Víctor Elvira
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022) , May 2022, Singapore / Virtual, China
Communication dans un congrès
hal-03740537v1
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Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch
Emilie Chouzenoux
,
Andrés Contreras
,
Jean-Christophe Pesquet
,
M. Savanier
Article dans une revue
hal-04210972v2
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Three artificial intelligence data challenges based on CT and ultrasound
Nathalie Lassau
,
Imad Bousaid
,
Emilie Chouzenoux
,
Antoine Verdon
,
Corinne Balleyguier
,
et al.
Article dans une revue
hal-03797851v1
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Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images
Marie-Caroline Corbineau
,
Denis Kouamé
,
Emilie Chouzenoux
,
Jean-Yves Tourneret
,
Jean-Christophe Pesquet
Article dans une revue
hal-02474585v1
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GRAPHIT: Iterative reweighted l1 algorithm for sparse graph inference in state-space models
Emilie Chouzenoux
,
Víctor Elvira
Communication dans un congrès
hal-04094496v1
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Block Delayed Majorize-Minimize Subspace Algorithm for Large Scale Image Restoration
Mathieu Chalvidal
,
Emilie Chouzenoux
,
Jean-Baptiste Fest
,
Claire Lefort
[Research Report] Inria Saclay - Île de France. 2022
Rapport
hal-03814231v1
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Variable metric forward-backward algorithm for minimizing the sum of a differentiable function and a convex function
Emilie Chouzenoux
,
Jean-Christophe Pesquet
,
Audrey Repetti
Article dans une revue
hal-00789970v1
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Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring
Shikha Singh
,
Emilie Chouzenoux
,
Giovanni Chierchia
,
Angshul Majumdar
ACM Transactions on Knowledge Discovery from Data (TKDD) , 2022, 16 (5), pp.1-6.
⟨10.1145/3502729⟩
Article dans une revue
hal-03463403v1
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A Random Block-Coordinate Primal-Dual Proximal Algorithm with Application to 3D Mesh Denoising
Audrey Repetti
,
Emilie Chouzenoux
,
Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing , Apr 2015, Brisbane, Australia. p. 3561-3565
Communication dans un congrès
hal-01370504v1
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